Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:32:15.572472Z
Paper Citation Record · LEDGER
VOPy: A Framework for Black-box Vector Optimization
As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.06604.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact1
- verified fuzzy23
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 185052fb-88f1-47c4-bf55-8d60f4d4e1ac · outbound
This paper cites Vector optimization with stochastic bandit feedback.
VOPy: A Framework for Black-box Vector Optimization Vector optimization with stochastic bandit feedback
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.111414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b4c043f5-9e53-48c7-9eff-efb919a5270f · outbound
This paper cites Pareto front identification from stochastic bandit feedback.
VOPy: A Framework for Black-box Vector Optimization Pareto front identification from stochastic bandit feedback
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.099983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4be86999-0db5-4d66-82b7-d914e3edd354 · outbound
This paper cites Jiang, Samuel Daulton, Benjamin Letham, Andrew Gordon Wilson, and Eytan Bakshy.
VOPy: A Framework for Black-box Vector Optimization Jiang, Samuel Daulton, Benjamin Letham, Andrew Gordon Wilson, and Eytan Bakshy
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.088090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 76dccb63-a374-4c1f-81b9-a6b2d1f28816 · outbound
This paper cites Pymoo: Multi-objective optimization in P ython.
VOPy: A Framework for Black-box Vector Optimization Pymoo: Multi-objective optimization in P ython
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.074942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0321bdd3-02a4-4320-b49b-22f5008b741e · outbound
This paper cites R B F O pt: an open-source library for black-box optimization with costly function evaluations.
VOPy: A Framework for Black-box Vector Optimization R B F O pt: an open-source library for black-box optimization with costly function evaluations
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.062117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ab1da9f8-dacf-4828-94c5-dae920d3b0f3 · outbound
This paper cites A tutorial on multiobjective optimization: fundamentals and evolutionary methods.
VOPy: A Framework for Black-box Vector Optimization A tutorial on multiobjective optimization: fundamentals and evolutionary methods
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.047790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ea6241b7-e221-474b-a7de-6aead68a7476 · outbound
This paper cites Google V izier: a service for black-box optimization.
VOPy: A Framework for Black-box Vector Optimization Google V izier: a service for black-box optimization
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.033753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5b146fdb-f0e2-4c04-9862-fbb2a860f9a5 · outbound
This paper cites Bayesian Optimization for Synthetic Gene Design.
VOPy: A Framework for Black-box Vector Optimization Bayesian Optimization for Synthetic Gene Design
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:32:15.492122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18e57d42-a343-45e2-a90b-693eeca3bd01 · outbound
This paper cites Portfolio allocation for B ayesian optimization.
VOPy: A Framework for Black-box Vector Optimization Portfolio allocation for B ayesian optimization
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.018620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d0d7e983-c4af-49e2-b2fd-02775233b7b4 · outbound
This paper cites Bias free multiobjective active learning for materials design and discovery.
VOPy: A Framework for Black-box Vector Optimization Bias free multiobjective active learning for materials design and discovery
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:16.001894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e0ba63d8-e00a-4155-80f1-e0d5355d4665 · outbound
This paper cites Openbox: a P ython toolkit for generalized black-box optimization.
VOPy: A Framework for Black-box Vector Optimization Openbox: a P ython toolkit for generalized black-box optimization
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.987317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2bfeed8e-5c72-4cf9-bae3-f34f6cbdc7ef · outbound
This paper cites an unresolved cited work.
VOPy: A Framework for Black-box Vector Optimization Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:32:15.974726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8eb1feeb-afb5-4265-8d69-5c444c9308aa · outbound
This paper cites Learning the P areto set under incomplete preferences: Pure exploration in vector bandits.
VOPy: A Framework for Black-box Vector Optimization Learning the P areto set under incomplete preferences: Pure exploration in vector bandits
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.962508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ec250fa5-34e3-4c56-bc92-aea6f12b8b5f · outbound
This paper cites Vector optimization with G aussian process bandits.
VOPy: A Framework for Black-box Vector Optimization Vector optimization with G aussian process bandits
Reference 14
- Resolution
- verified exact
- raw_fallback, observed 2026-08-11T19:32:15.740954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8a70b72e-faf0-4b06-ac5a-d72dab4ab474 · outbound
This paper cites Multiobjective optimization for crash safety design of vehicles using stepwise regression model.
VOPy: A Framework for Black-box Vector Optimization Multiobjective optimization for crash safety design of vehicles using stepwise regression model
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.947667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 20f6d9ec-5637-4d75-afc7-1e4d85547677 · outbound
This paper cites Crystal structure prediction using ab initio evolutionary techniques: principles and applications.
VOPy: A Framework for Black-box Vector Optimization Crystal structure prediction using ab initio evolutionary techniques: principles and applications
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.934890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d8de12be-54e9-4614-b9ea-a828c9a40c32 · outbound
This paper cites Prediction of low-thermal-conductivity compounds with first-principles anharmonic lattice-dynamics calculations and B ayesian optimization.
VOPy: A Framework for Black-box Vector Optimization Prediction of low-thermal-conductivity compounds with first-principles anharmonic lattice-dynamics calculations and B ayesian optimization
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.917914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1f926906-fbd5-4eea-871b-3f7c9e98e112 · outbound
This paper cites Practical B ayesian optimization of machine learning algorithms.
VOPy: A Framework for Black-box Vector Optimization Practical B ayesian optimization of machine learning algorithms
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.898444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9ee40baa-3ae3-45e1-b1b4-0f442ff0fe6f · outbound
This paper cites An easy-to-use real-world multi-objective optimization problem suite.
VOPy: A Framework for Black-box Vector Optimization An easy-to-use real-world multi-objective optimization problem suite
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.881148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c66f16a9-c66b-434e-a680-62dd858a1719 · outbound
This paper cites Black-box optimization for automated discovery.
VOPy: A Framework for Black-box Vector Optimization Black-box optimization for automated discovery
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.861735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8a6ee28c-0328-49a8-beeb-dd1668dacad7 · outbound
This paper cites Joint entropy search for multi-objective B ayesian optimization.
VOPy: A Framework for Black-box Vector Optimization Joint entropy search for multi-objective B ayesian optimization
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.843245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 05f39122-4dd1-495c-ba7b-e386ccf2d22b · outbound
This paper cites C O M B O : An efficient B ayesian optimization library for materials science.
VOPy: A Framework for Black-box Vector Optimization C O M B O : An efficient B ayesian optimization library for materials science
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.828134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3bb777b7-d4f4-4525-bb73-eba6d72e817a · outbound
This paper cites Style guide for Python code.
VOPy: A Framework for Black-box Vector Optimization Style guide for Python code
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.813403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cb45eb3b-340d-48db-993e-252d34d7a872 · outbound
This paper cites Hyperparameter optimization for machine learning models based on B ayesian optimization.
VOPy: A Framework for Black-box Vector Optimization Hyperparameter optimization for machine learning models based on B ayesian optimization
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.797779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30050eb7-0c4f-40f0-adfe-a0defe441e63 · outbound
This paper cites Computer generation of streaming sorting networks.
VOPy: A Framework for Black-box Vector Optimization Computer generation of streaming sorting networks
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.781566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f50b2a49-18e9-42c7-9511-6d2d0e1e85f1 · outbound
This paper cites e- P A L : An active learning approach to the multi-objective optimization problem.
VOPy: A Framework for Black-box Vector Optimization e- P A L : An active learning approach to the multi-objective optimization problem
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:32:15.767697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.