Róbert Busa-Fekete
23 papers · 2012–2023 · 7 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (12) 🌍 Conference Polyglot (7)
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Renaissance Researcher
(7)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(11)
🏆
Keyword Champion
💎
Century Club
(23)
🔥
Unstoppable
(12)
📈
Trend Setter
🚀
Conference Pioneer
🗃️
Keyword Collector
(99)
Conferences
NIPS (9)
ICML (7)
INTERSPEECH (2)
JMLR (2)
AAAI (1)
COLT (1)
EMNLP (1)
Top co-authors
Research topics
Keywords
online learning
(5)
regret bound
(4)
mallows model
(4)
multi-armed bandit
(4)
multi-label classification
(3)
ranking datum
(3)
preference learning
(3)
extreme multi-label classification
(2)
dueling bandit
(2)
rank elicitation
(2)
distributed algorithm
(2)
explore-exploit tradeoff
(2)
deep neural network
(2)
statistical testing
(2)
stochastic optimization
(2)
speech classification
(2)
pairwise preference
(2)
adaptive sampling
(1)
distributed optimization
(1)
logistic regression
(1)
Papers
Easy Learning from Label Proportions
NIPS 2023
Private and Communication-Efficient Algorithms for Entropy Estimation
NIPS 2022
Regret Bounds for Multilabel Classification in Sparse Label Regimes
NIPS 2022
Preference-based Online Learning with Dueling Bandits: A Survey
JMLR 2021
Private and Non-private Uniformity Testing for Ranking Data
NIPS 2021
Identity testing for Mallows model
NIPS 2021
Learning to Crawl
AAAI 2020
Optimal Learning of Mallows Block Model
COLT 2019
Ranking Distributions based on Noisy Sorting
ICML 2018
A no-regret generalization of hierarchical softmax to extreme multi-label classification
NIPS 2018
Distributed Stochastic Optimization via Adaptive SGD
NIPS 2018
DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification
INTERSPEECH 2017
Multi-objective Bandits: Optimizing the Generalized Gini Index
ICML 2017
Extreme F-measure Maximization using Sparse Probability Estimates
ICML 2016
Determining Native Language and Deception Using Phonetic Features and Classifier Combination
INTERSPEECH 2016
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach
NIPS 2015
Online F-Measure Optimization
NIPS 2015
Qualitative Multi-Armed Bandits: A Quantile-Based Approach
ICML 2015
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows
ICML 2014
Top-k Selection based on Adaptive Sampling of Noisy Preferences
ICML 2013
Gossip-based distributed stochastic bandit algorithms
ICML 2013
Learning to Rank Lexical Substitutions
EMNLP 2013
MULTIBOOST: A Multi-purpose Boosting Package
JMLR 2012