Yiwei Bai

4 papers · 2020–2024 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

ICML (2) AAAI (1) NeurIPS (1)

Top co-authors

Carla P. Gomes (2) Felipe Siqueira Pacheco (1) Carla Gomes (1) Thorsten Joachims (1) Wen Sun (1) Rafael Schmitt (1) Lequn Wang (1) John Gregoire (1) Marc Grimson (1) Héctor Angarita (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Deep Learning (2) Mathematics & Optimization (2) Optimization (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

unsupervised learning (2) multi-objective optimization (1) multi-armed bandit (1) tree structure (1) contextual bandit (1) sublinear regret (1) travelling salesman problem (1) recommendation system (1) pareto optimization (1) local search (1) renewable energy (1) constraint reasoning (1) crystal structure (1) affine transformation (1) fairness of exposure (1) reward regret (1) graph neural network (1) hydropower system (1) floating photovoltaic (1) pattern de-mixing (1)

Papers

Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon AAAI 2024 Unsupervised Learning for Solving the Travelling Salesman Problem NeurIPS 2023 Fairness of Exposure in Stochastic Bandits ICML 2021 Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning ICML 2020