← Authors

Balázs Szörényi

17 papers · 2013–2022 · 4 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (9) 🗺️ Taxonomy Completionist (29) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (4) 🤝 Dynamic Duo (11) 🔥 Unstoppable (10) 💎 Century Club (17) 📈 Trend Setter 🚀 Conference Pioneer 🗃️ Keyword Collector (75)

Conferences

ICML (8) NIPS (5) AAAI (2) COLT (2)

Top co-authors

Róbert Busa-Fekete (11) Dávid Pál (3) Eyke Hüllermeier (3) Paul Weng (3) Shie Mannor (2) Gugan Thoppe (2) Gal Dalal (2) Dimitris Fotakis (2) Eyke Huellermeier (2) Rémi Munos (1)

Keywords

online learning (5) regret bound (5) mallows model (3) multi-armed bandit (3) sample complexity (3) temporal difference learning (2) peer-to-peer network (2) stochastic approximation (2) rank elicitation (2) preference learning (2) stochastic optimization (2) convergence rate (2) distributed learning (1) pac learning (1) multi-label classification (1) semi-supervised learning (1) active learning (1) regret minimization (1) parameter estimation (1) reinforcement learning (1)

Papers

Regret Bounds for Multilabel Classification in Sparse Label Regimes NIPS 2022
Identity testing for Mallows model NIPS 2021
Learning to Crawl AAAI 2020
A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound AAAI 2020
The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019
Optimal Learning of Mallows Block Model COLT 2019
Bandit Multiclass Linear Classification: Efficient Algorithms for the Separable Case ICML 2019
Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning COLT 2018
Multi-objective Bandits: Optimizing the Generalized Gini Index ICML 2017
Distributed Clustering of Linear Bandits in Peer to Peer Networks ICML 2016
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach NIPS 2015
Qualitative Multi-Armed Bandits: A Quantile-Based Approach ICML 2015
Online F-Measure Optimization NIPS 2015
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows ICML 2014
Optimistic Planning in Markov Decision Processes Using a Generative Model NIPS 2014
Top-k Selection based on Adaptive Sampling of Noisy Preferences ICML 2013
Gossip-based distributed stochastic bandit algorithms ICML 2013