Milan Vojnovic
14 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (6)
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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Academic Marathon
(10)
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(14)
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Conferences
NIPS (7)
ICML (4)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Research topics
Keywords
regret bound
(4)
multi-armed bandit
(3)
similarity matrix
(2)
rotting reward
(2)
ranking reconstruction
(2)
maximum likelihood estimation
(2)
spectral ranking
(2)
seriation algorithm
(2)
online algorithm
(2)
pairwise comparison
(2)
stochastic gradient descent
(2)
distributed learning
(1)
neural network training
(1)
distributed optimization
(1)
graph matching
(1)
graph theory
(1)
adversarial learning
(1)
stochastic optimization
(1)
parameter estimation
(1)
maximum a posteriori
(1)
Papers
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
NIPS 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
NIPS 2024
Doubly Adversarial Federated Bandits
ICML 2023
Rotting Infinitely Many-Armed Bandits
ICML 2022
Scheduling jobs with stochastic holding costs
NIPS 2021
Pure Exploration and Regret Minimization in Matching Bandits
ICML 2021
Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models
AISTATS 2020
KONG: Kernels for ordered-neighborhood graphs
NIPS 2018
QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding
NIPS 2017
Spectral Ranking using Seriation
JMLR 2016
Parameter Estimation for Generalized Thurstone Choice Models
ICML 2016
Streaming Min-max Hypergraph Partitioning
NIPS 2015
SerialRank: Spectral Ranking using Seriation
NIPS 2014