Ruo-Chun Tzeng

7 papers · 2019–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution

🔥 Unstoppable · Bronze

Venues

NeurIPS (4) ICML (2) AISTATS (1)

Top co-authors

Po-An Wang (4) Alexandre Proutiere (3) Aristides Gionis (2) Chi-Jen Lu (2) Florian Adriaens (1) Shan-Hung Wu (1) Naoto Ohsaka (1) Kaito Ariu (1) Bruno Ordozgoiti (1)

Research topics

Mathematics & Optimization (5) Machine Learning (4) Optimization (3) Computer Science (2) Core Methods (2) Foundations (2) Learning Types (2) Mathematics (2) Data Science & Analytics (1) Deep Learning (1) Applications (1) Architectures (1) Optimization & Theory (1)

Keywords

best arm identification (3) sample complexity (2) adaptive sampling (1) low-rank approximation (1) graph embedding (1) eigenvector approximation (1) sublinear time (1) correlation clustering (1) regret (1) matrix computation (1) multi-armed bandit (1) convolutional neural network (1) spectral method (1) combinatorial semi-bandit (1) stochastic bandit (1) pure exploration (1) graph partition (1) randomized svd (1) top eigenvector (1) rayleigh quotient (1)

Papers

Matroid Semi-Bandits in Sublinear Time ICML 2024 Best Arm Identification with Fixed Budget: A Large Deviation Perspective NeurIPS 2023 Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NeurIPS 2023 Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022 Fast Pure Exploration via Frank-Wolfe NeurIPS 2021 Discovering conflicting groups in signed networks NeurIPS 2020 Distributed, Egocentric Representations of Graphs for Detecting Critical Structures ICML 2019