Daniel Nevo

3 papers · 2017–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

ICML (1) JMLR (1) NeurIPS (1)

Top co-authors

Yaron Singer (1) Sebastian Gehrmann (1) Stuart Shieber (1) Ya'acov Ritov (1) Jesse Vig (1) Yonatan Belinkov (1) Ron Tsibulsky (1) Sharon Qian (1) Uri Shalit (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Deep Learning (1) Natural Language Processing (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

model selection (1) domain generalization (1) robustness (1) model interpretability (1) simulated annealing (1) high-dimensional regression (1) elastic net (1) high-dimensional data (1) language model (1) prediction set (1) attention head (1) optimization method (1) transformer language model (1) set-valued prediction (1) prediction accuracy (1) neuron analysis (1) gender bia (1) causal mediation analysis (1) wilds benchmark (1)

Papers

Set Valued Predictions For Robust Domain Generalization ICML 2025 Investigating Gender Bias in Language Models Using Causal Mediation Analysis NeurIPS 2020 Identifying a Minimal Class of Models for High--dimensional Data JMLR 2017