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Valeriia Cherepanova

Identifiers

  • name variant Valeriia Cherepanova 0.60 · backfill

Papers (16)

  1. Has My System Prompt Been Used? Large Language Model Prompt Membership Inference cs.AI · 2025 · author #2
  2. Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes cs.CL · 2025 · author #4
  3. Improving LLM Group Fairness on Tabular Data via In-Context Learning cs.LG · 2024 · author #1
  4. Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs cs.CL · 2024 · author #1
  5. TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks cs.LG · 2024 · author #3
  6. Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text cs.CL · 2024 · author #3
  7. A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning cs.LG · 2023 · author #1
  8. Transfer Learning with Deep Tabular Models cs.LG · 2022 · author #2
  9. A Deep Dive into Dataset Imbalance and Bias in Face Identification cs.CV · 2022 · author #1
  10. Comparing Human and Machine Bias in Face Recognition cs.CV · 2021 · author #10
  11. MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data cs.AI · 2021 · author #3
  12. DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations cs.LG · 2021 · author #3
  13. Technical Challenges for Training Fair Neural Networks cs.LG · 2021 · author #1
  14. LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition cs.CV · 2021 · author #1
  15. Strong Data Augmentation Sanitizes Poisoning and Backdoor Attacks Without an Accuracy Tradeoff cs.CR · 2020 · author #2
  16. Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks cs.LG · 2020 · author #5

Mentions

  • 2502.09974 #2 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2502.02672 #4 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2412.04642 #1 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2402.11137 #3 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2401.12070 #3 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2404.17120 #1 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2311.05877 #1 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2206.15306 #2 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2203.08235 #1 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2110.08396 #10 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2106.09643 #3 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2103.02079 #3 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2102.06764 #1 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2101.07922 #1 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2011.09527 #2 · arxiv_oai · confidence 0.70 Valeriia Cherepanova
  • 2002.06753 #5 · arxiv_oai · confidence 0.70 Valeriia Cherepanova

Frequent Coauthors