Losalka, Arpan

4 publications

AISTATS 2024 No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints Arpan Losalka, Jonathan Scarlett

UAI 2023 Benefits of Monotonicity in Safe Exploration with Gaussian Processes Arpan Losalka, Jonathan Scarlett

AISTATS 2021 Stochastic Linear Bandits Robust to Adversarial Attacks Ilija Bogunovic, Arpan Losalka, Andreas Krause, Jonathan Scarlett

AAAI 2019 Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders Partha Ghosh, Arpan Losalka, Michael J. Black