Wenye Ma

5 papers · 2019–2021 · 4 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

Jump to papers ↓

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

Venues

ICML (2) AAAI (1) CVPR (1) ICLR (1)

Top co-authors

Yin Zheng (2) Xia Hu (2) Daochen Zha (2) Ji Liu (2) Sheng Zhang (1) Xiangru Lian (1) Jingru Xie (1) Yang Yang (1) Weiyu Xu (1) Jian-Feng CAI (1)

Research topics

Machine Learning (4) Learning Types (3) Core Methods (2) Data Science & Analytics (1) Mathematics & Optimization (1) Reinforcement Learning (1) Applications · Reinforcement Learning (1) Applications · Data Science & Analytics (1) Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

feature interaction (2) factorization machine (2) reinforcement learning (2) matrix factorization (1) procedural generation (1) low-rank approximation (1) online convex optimization (1) high-dimensional data (1) deep neural network (1) sparse reward (1) intrinsic reward (1) recommendation system (1) action space (1) monte carlo method (1) imperfect information game (1) episodic exploration (1) quadratic regression (1) online learning (1) imitation learning (1)

Papers

DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning ICML 2021 Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments ICLR 2021 Projective Quadratic Regression for Online Learning AAAI 2020 Fast Single Image Reflection Suppression via Convex Optimization CVPR 2019 RaFM: Rank-Aware Factorization Machines ICML 2019