conftrace_

Keith W. Ross

5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) EMNLP (1)

Top co-authors

Che Wang (3) Xinyue Chen (1) Zijian Zhou (1) Kai Shao (1) Anubhav Shrestha (1) Minwu Kim (1) Quan Vuong (1) Yiming Zhang (1) Aadim Nepal (1) Shuhan Yuan (1)

Keywords

sample efficiency (1) knowledge distillation (1) logic puzzle (1) reinforcement learning with verifiable reward (1) long chain of thought (1)

Papers

Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings EMNLP 2025 Pre-training with Synthetic Data Helps Offline Reinforcement Learning ICLR 2024 On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning ICLR 2022 Randomized Ensembled Double Q-Learning: Learning Fast Without a Model ICLR 2021 Supervised Policy Update for Deep Reinforcement Learning ICLR 2019