Spectral bandits for smooth graph functions with applications in recommender systems
Paper • 2605.20552 • Published
AI & ML interests
informatics
misovalko
authored a
paper 3 months ago
misovalko
authored 19
papers 4 months ago
Budgeted Online Influence Maximization
Paper • 2604.19672 • Published
Planning in entropy-regularized Markov decision processes and games
Paper • 2604.19695 • Published
On two ways to use determinantal point processes for Monte Carlo integration
Paper • 2604.19698 • Published
Spectral bandits for smooth graph functions
Paper • 2604.18420 • Published
Scale-free adaptive planning for deterministic dynamics & discounted rewards
Paper • 2604.18312 • Published
Optimal last-iterate convergence in matrix games with bandit feedback using the log-barrier
Paper • 2604.15242 • Published
Best of both worlds: Stochastic & adversarial best-arm identification
Paper • 2604.14860 • Published
Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning
Paper • 2604.14974 • Published
The Harder Path: Last Iterate Convergence for Uncoupled Learning in Zero-Sum Games with Bandit Feedback
Paper • 2604.16087 • Published
Adaptive multi-fidelity optimization with fast learning rates
Paper • 2604.16239 • Published
Sample Complexity Bounds for Stochastic Shortest Path with a Generative Model
Paper • 2604.16111 • Published
Spectral Thompson sampling
Paper • 2604.13739 • Published
Covariance-adapting algorithm for semi-bandits with application to sparse rewards
Paper • 2604.13738 • Published
Online learning with noisy side observations
Paper • 2604.13740 • Published
Online Semi-Supervised Learning on Quantized Graphs
Paper • 1203.3522 • Published
Derivative-Free & Order-Robust Optimisation
Paper • 1910.04034 • Published
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption
Paper • 1810.00997 • Published
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret
Paper • 1903.05594 • Published
Compressing the Input for CNNs with the First-Order Scattering Transform
Paper • 1809.10200 • Published • 1