Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T10:34:31.790266Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 83 inbound Pith citation observations for arXiv:2003.06505.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T10:34:31.790266Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:39:26.672316Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
36 of 36 outbound references displayed
External citation measurements
157
pith, observed 2026-08-05T02:28:24.338817Z
Observation 6b1acc90-c730-451f-9028-0b868c776b90 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data CatBoost: gradient boosting with categorical features support
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd27223a-4adb-43fa-9749-2f326c348651 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Kotthoff, L., Thornton, C., Hoos, H
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0731ae25-affd-44c0-898b-cfb4c4f77759 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Parmanto, B., Munro, P
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ff67fde4-f50c-47cc-b495-869d519acc22 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation faa75f9a-2249-4c35-97d4-2f94411ac0f8 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This caused failures on 5 datasets: Australian, blood-transfusion, cnae-9, credit-g, and vehicle
Reference 5
Source-reported events for the cited work
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Observation 1a23ab9b-0024-4f93-91c1-bf67e37d0c4b · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Maximum number is: 1000 GCP-Tables has a limitation of requiring no more than 1000 features
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c7b127b6-1d30-4bc1-be13-9f9c34bad62c · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Because not all class probabilities were returned, the log-loss would have been infinite, and thus we consider this a failure
Reference 7
Source-reported events for the cited work
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Observation 07ed9cfa-ac6e-4f89-8350-ee1f74e62336 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data There must be at least one instance of each label value in every split
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77827646-ff87-43da-b9b6-ed1502d88b69 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 9
Source-reported events for the cited work
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Observation 58deae47-b5bf-43d0-86e0-234e40610607 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 10
Source-reported events for the cited work
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Observation 14bea495-8e7d-47cd-848b-3fc24a912264 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This error occurred on 1 dataset: Dionis
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1d1f4bc3-159a-45d8-8dd3-129e7ad3fb37 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data On 5 of the 10 folds, H2O trained for approximately 90,000 seconds (25 hours), compared to the requested 4 hours
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 38eb1466-e0b9-4c60-b7e1-4cd7050a600b · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 13
Source-reported events for the cited work
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Observation 7834c6c6-6e7d-49fd-a303-669d30514fcc · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This error occurred on 1 dataset: Dionis
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 40f318ad-1aae-43b1-8c2b-080ec998bf74 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This error occurred on 1 dataset: phoneme
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac15f2f3-60ca-4a3a-9805-c7f6be8f84c2 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data For these results, we gave each algorithm up to 3 times the allocated time to finish, and these datasets were still running for TPOT
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4cedd229-0031-4bf3-b859-e92b9135b211 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Please call fit() first
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a041dd1d-06f2-4d68-a5f6-144836a56888 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This is a cryptic error due to TPOT being explicitly passed the AUC and log-loss evaluation metrics for binary and multi-class classification respectively
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 763b3a16-19da-40b1-9686-239c11e52788 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This error occurred on 6 datasets: adult, Airlines, Dionis, guiellermo, riccardo, and Robert
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5f49df7-f722-4958-9944-a94a72ee1ea6 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 20
Source-reported events for the cited work
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Observation d2de292c-e645-4165-bf38-66f43245047e · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This memory error occurred on 1 dataset: Covertype
Reference 21
Source-reported events for the cited work
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Observation 91caa4ca-fc1f-468a-949d-1122415d71e8 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data The AutoML Job cannot continue
Reference 22
Source-reported events for the cited work
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Observation 00bce17e-ac4a-4275-b112-de104e6093a5 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data This error occurred on 5 datasets: Covertype, Fashion-MNIST, guiellermo, riccardo, and Robert
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 387f7a6e-88e7-4861-bae5-17b12f96b980 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data None of [Index([’false’, ’true’], dtype=’object’)] are in the [columns]
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92e625b5-54aa-4772-8537-db2777066c21 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data The AutoML Job cannot continue
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df12ee2c-67e3-4a50-9545-7670d572370b · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data A similar H2O error has been discussed in the Kaggle forums for this competition: https://www.kaggle.com/c/ieee-fraud-detection/discussion/110643
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc37e40f-1f7d-4505-aefe-f842883b286d · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Even increasing the allowed training time to 32 hours did not solve this issue
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d771fb37-0ce0-4792-b518-4ba035ab7c87 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data We note that 8h time limit was sufficient for H2O to produce predictions for this competition
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d7ad568-7c6a-4d48-9950-2b12adb22810 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Please call fit() first
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a22fb9de-683b-4a2b-972f-6f4dcaaa4992 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data AUC, Log-Loss) for certain datasets, TPOT nonetheless occasionally failed with error: RuntimeError: The fitted pipeline does not have the predict proba() function
Reference 30
Source-reported events for the cited work
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Observation d24d9210-b514-431f-a2c0-c746e17439ee · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 31
Source-reported events for the cited work
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Observation b2b138bd-3934-40e9-91c8-6b9ab5d58219 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation ed982e67-5063-4f7e-b0c1-e5200c142b93 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 33
Source-reported events for the cited work
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Observation b62e88be-f6fe-4c3b-a147-752dc18666ba · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data When run for 24h, Auto-WEKA succeeded on this data, indicating this error is time-limit related
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4baa4ad8-8f53-4e68-a56e-fe67f995e4c9 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data An Open Source AutoML Benchmark
Reference 35
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Observation 0e0b4ebd-8642-4f8a-9bda-25fcdd4e7685 · outbound
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Unresolved cited work
Reference 36
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Observation b8d044a4-f938-436c-8cec-1cef1be9fea0 · inbound
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 6
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Observation 5ae88057-5584-4b08-85fb-5d27adf507be · inbound
Retrieval-Augmented Generation with Graphs (GraphRAG) AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 101
Source-reported events for the cited work
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Observation 77e609b9-3474-44db-abe5-63d66421daea · inbound
MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 42
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Observation 389727c2-1512-48f2-acb6-c67134330422 · inbound
Early Diagnosis of Atrial Fibrillation Recurrence: A Large Tabular Model Approach with Structured and Unstructured Clinical Data AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 16
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Observation b7d5697f-ff2b-4b2c-a6e0-98c2d7a863bc · inbound
Auto-nnU-Net: Towards Automated Medical Image Segmentation AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 340
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Observation c431d0e5-0064-4711-9d59-73731017f5ac · inbound
VirnyFlow: A Design Space for Responsible Model Development AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 26
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Observation 74cbf35a-3bbb-4202-850d-8c6a7c42f634 · inbound
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 10
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Observation 0e575587-bbd0-4635-9d77-a7485fdb4537 · inbound
Predicting ICU In-Hospital Mortality Using Adaptive Transformer Layer Fusion AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 10
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Leveraging Novel Ensemble Learning Techniques and Landsat Multispectral Data for Estimating Olive Yields in Tunisia AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 2020
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Observation b3728846-a8d5-484f-ac03-f821b57fb709 · inbound
CaliciBoost: Performance-Driven Evaluation of Molecular Representations for Caco-2 Permeability Prediction AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 2
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Observation 6ca8048f-463b-41a5-b563-67700d05c98d · inbound
TabArena: A Living Benchmark for Machine Learning on Tabular Data AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 19
Source-reported events for the cited work
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Observation 062da00c-42e3-4dea-9a8d-fd9240d604b2 · inbound
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 13
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Observation 31372995-83e6-4dd6-8d85-28223728836a · inbound
Interpretable by Design: MH-AutoML for Transparent and Efficient Android Malware Detection without Compromising Performance AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 33
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Reference 12
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Observation 898e5628-c9a0-4e7f-ae96-e59050afbb00 · inbound
FuDoBa: Fusing Document and Knowledge Graph-based Representations with Bayesian Optimisation AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 13
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Towards Benchmarking Foundation Models for Tabular Data With Text AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 7
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Observation 37ba32bd-1e1a-46ba-bb41-a2b436ab305f · inbound
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 2020
Source-reported events for the cited work
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Observation 74f26383-978c-4a8d-9982-7ab4aef47248 · inbound
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 10
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Observation 03a968f1-4e41-4d42-8645-e3c76a1ae761 · inbound
Agentic AI framework for End-to-End Medical Data Inference AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 22
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Observation fad3d717-1043-4890-9e45-52de347fb814 · inbound
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Reference 11
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Observation 5a76761e-7dc5-48c8-859a-371810c39b82 · inbound
Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
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Source-reported events for the cited work
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Observation 32d8b357-4674-4403-b2c9-3bf4dc0ae97b · inbound
TusoAI: Agentic Optimization for Scientific Methods AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 9
Source-reported events for the cited work
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Observation 8e2e4980-f842-4bd7-af50-67d2e7133e71 · inbound
Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 17
Source-reported events for the cited work
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Observation fd520658-0692-49a5-82af-0440455c98e8 · inbound
TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 32
Source-reported events for the cited work
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Observation 9d052f24-1d08-48cc-ab46-1f0a7f870d44 · inbound
Soil Compaction Parameters Prediction Based on Automated Machine Learning Approach AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 21
Source-reported events for the cited work
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Observation 37a03155-bea4-45c0-b0d9-35a0cdb0a484 · inbound
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Reference 8
Source-reported events for the cited work
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Observation 5a2d79dc-f0dd-4cc9-9c52-de4a232953de · inbound
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Reference 5
Source-reported events for the cited work
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Observation 1cfd014d-71c5-41fb-be34-aa0e92d4ade2 · inbound
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Reference 11
Source-reported events for the cited work
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Observation 342a17af-f348-4d66-90ab-4adf110f828a · inbound
FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 13
Source-reported events for the cited work
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Observation 988aa9b1-2478-4c00-b332-9a2f6c4be8d7 · inbound
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Reference 11
Source-reported events for the cited work
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Observation 02c8397c-b138-449f-b605-cba60c902989 · inbound
Spatial Atlas: Compute-Grounded Reasoning for Spatial-Aware Research Agent Benchmarks AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 5
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Observation 853077cf-0ed6-42b1-be08-7edc2f470206 · inbound
KumoRFM-2: Scaling Foundation Models for Relational Learning AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 4
Source-reported events for the cited work
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Observation 7fdc3e14-c998-4934-9ee8-dc4d42ea3b90 · inbound
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 9
Source-reported events for the cited work
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Observation 6ad9a9a3-24d8-49c8-8430-9d191019691b · inbound
AgentGA: Evolving Code Solutions in Agent-Seed Space AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 2
Source-reported events for the cited work
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Observation e5f6f32f-7be7-4a14-a0f3-9ec062685f20 · inbound
AgentGA: Evolving Code Solutions in Agent-Seed Space AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 2
Source-reported events for the cited work
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Observation 1d8902d3-9c06-47bf-b5c9-eaabb370ed06 · inbound
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Reference 21
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Reference 21
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Reference 22
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Reference 79
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Reference 32
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Source-reported events for the cited work
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Reference 15
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Reference 14
Source-reported events for the cited work
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Observation e5f590b1-d4c1-446c-99c3-5e4f43375ce6 · inbound
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Reference 30
Source-reported events for the cited work
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Reference 26
Source-reported events for the cited work
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Reference 8
Source-reported events for the cited work
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Reference 8
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Reference 45
Source-reported events for the cited work
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Explaining Tabular Foundation Model Differences Through Meta-Features AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
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Source-reported events for the cited work
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Reference 80
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Reference 10
Source-reported events for the cited work
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Reference 38
Source-reported events for the cited work
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Reference 35
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Observation 5b7e3d6a-373c-4072-8f08-d1a2f5b29821 · inbound
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Reference 16
Source-reported events for the cited work
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Reference 12
Source-reported events for the cited work
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Observation 8e044eaa-e4e2-4030-b108-3431e510ec5e · inbound
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Reference 13
Source-reported events for the cited work
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Reference 10
Source-reported events for the cited work
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Source-reported events for the cited work
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Reference 29
Source-reported events for the cited work
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Reference 76
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Observation 9bd4d1f1-71a9-420f-9d31-e0e045711958 · inbound
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Reference 21
Source-reported events for the cited work
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Reference 16
Source-reported events for the cited work
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Reference 16
Source-reported events for the cited work
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Beyond IID: How General Are Tabular Foundation Models, Really? AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 182
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TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 134
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Reference 36
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Reference 157
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Reference 12
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