Milan Vojnovic
14 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(11)
Mathematics & Optimization
(11)
Optimization
(8)
Optimization & Theory
(6)
Core Methods
(5)
Learning Types
(5)
Artificial Intelligence
(3)
Computer Science
(2)
Core AI
(2)
Foundations
(2)
Mathematics
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
regret bound
(5)
multi-armed bandit
(4)
maximum likelihood estimation
(2)
pairwise comparison
(2)
seriation algorithm
(2)
spectral ranking
(2)
ranking reconstruction
(2)
online learning
(2)
stochastic gradient descent
(2)
online algorithm
(2)
rotting reward
(2)
similarity matrix
(2)
semi-bandit feedback
(2)
distributed optimization
(1)
distributed learning
(1)
neural network training
(1)
graph matching
(1)
graph theory
(1)
adversarial learning
(1)
stochastic optimization
(1)
Papers
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
NeurIPS 2024
Combinatorial Bandits for Maximum Value Reward Function under Value-Index Feedback
ICLR 2024
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
NeurIPS 2024
Doubly Adversarial Federated Bandits
ICML 2023
Rotting Infinitely Many-Armed Bandits
ICML 2022
Pure Exploration and Regret Minimization in Matching Bandits
ICML 2021
Scheduling jobs with stochastic holding costs
NeurIPS 2021
Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models
AISTATS 2020
KONG: Kernels for ordered-neighborhood graphs
NeurIPS 2018
QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding
NeurIPS 2017
Parameter Estimation for Generalized Thurstone Choice Models
ICML 2016
Spectral Ranking using Seriation
JMLR 2016
Streaming Min-max Hypergraph Partitioning
NeurIPS 2015
SerialRank: Spectral Ranking using Seriation
NeurIPS 2014