Yewen Fan

5 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (3) ICLR (2)

Top co-authors

Kun Zhang (4) Guangyi Chen (2) Yujia Zheng (2) Xiangchen Song (2) Xinshuai Dong (2) Ignavier Ng (1) Zijian Li (1) Yuanzhi Li (1) Juan Carlos Niebles (1) Tom M. Mitchell (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Core AI (3) Core Methods (3) Learning Types (3) Optimization & Theory (2) Application Areas (1) Bayesian & Probabilistic (1)

Keywords

causal inference (1) representation learning (1) reinforcement learning (1) temporal modeling (1) structure learning (1) temporal sequence (1) text understanding (1) covariate shift (1) distribution shift (1) temporal learning (1) sparse optimization (1) score matching (1) conditional independence (1) graphical model (1) latent variable (1) atari game (1) recommendation system (1) causal representation learning (1) latent factor (1) non-stationary data (1)

Papers

Causal Temporal Representation Learning with Nonstationary Sparse Transition NeurIPS 2024 Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems ICLR 2023 Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks ICLR 2023 Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals NeurIPS 2023 Temporally Disentangled Representation Learning under Unknown Nonstationarity NeurIPS 2023