Arpan Losalka
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(14)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Core AI
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
regret bound
(3)
gaussian process
(2)
adversarial attack
(2)
exploration-exploitation tradeoff
(1)
bayesian optimization
(1)
selective classification
(1)
gaussian mixture model
(1)
adversarial defense
(1)
variational autoencoder
(1)
linear bandit
(1)
safe optimization
(1)
monotonicity constraint
(1)
robust algorithm
(1)
adversarial sample
(1)
safe exploration
(1)
stochastic linear bandit
(1)
phased elimination
(1)
robust optimization
(1)
safety threshold
(1)
semi-supervised learning
(1)
Papers
No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints
AISTATS 2024
Benefits of monotonicity in safe exploration with Gaussian processes
UAI 2023
Stochastic Linear Bandits Robust to Adversarial Attacks
AISTATS 2021
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders
AAAI 2019