影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
81.38/100
前 1.3%
全站排名 #806
发表论文17 篇
平均评分
年均产出5.7 篇/年
Nathan Kallus
研究方向
Causal inference · Reinforcement learning · Bandits · Optimization under uncertainty · Fairness · Personalization
21
EAT: Entropy After $\textlangle \tt /Think \textrangle$ for reasoning model early exiting
ICLR 2026Rejected
通讯20
Inverse Reinforcement Learning Using Just Classification and a Few Regressions
ICLR 2026Rejected
二作10
DiFFPO: Training Diffusion LLMs to Reason Fast and Furious via Reinforcement Learning
ICLR 2026Rejected
通讯29
Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning
ICLR 2026Poster
通讯9
$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training
ICML 2025Rejected
20
Simulation-Based Inference for Adaptive Experiments
NeurIPS 2025Poster
三作22
$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training
NeurIPS 2025Poster
19
Value-Guided Search for Efficient Chain-of-Thought Reasoning
NeurIPS 2025Poster
29
Efficient Adaptive Experimentation with Noncompliance
NeurIPS 2025Poster
三作14
A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
ICML 2025Poster
三作25
GST-UNet: A Neural Framework for Spatiotemporal Causal Inference with Time-Varying Confounding
NeurIPS 2025Poster
通讯12
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
ICML 2025Poster
三作