Parnian Kassraie
10 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(9)
Learning Types
(7)
Optimization & Theory
(7)
Artificial Intelligence
(5)
Learning Paradigms · Artificial Intelligence
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Architectures
(3)
Core Methods
(3)
Optimization
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Mathematics
(1)
Keywords
regret bound
(4)
kernel methods
(2)
neural network
(2)
bayesian optimization
(2)
optimal transport
(2)
upper confidence bound
(2)
epistemic uncertainty
(1)
online learning
(1)
neural tangent kernel
(1)
kernel learning
(1)
reproducing kernel hilbert space
(1)
distribution shift
(1)
preference learning
(1)
entropy estimation
(1)
model selection
(1)
generalization bound
(1)
multi-armed bandit
(1)
entropic regularization
(1)
lifelong learning
(1)
sequential decision making
(1)
Papers
LITE: Efficiently Estimating Gaussian Probability of Maximality
AISTATS 2025
Bandits with Preference Feedback: A Stackelberg Game Perspective
NeurIPS 2024
Progressive Entropic Optimal Transport Solvers
NeurIPS 2024
Anytime Model Selection in Linear Bandits
NeurIPS 2023
Hallucinated adversarial control for conservative offline policy evaluation
UAI 2023
Instance-Dependent Generalization Bounds via Optimal Transport
JMLR 2023
Lifelong bandit optimization: no prior and no regret
UAI 2023
Graph Neural Network Bandits
NeurIPS 2022
Meta-Learning Hypothesis Spaces for Sequential Decision-making
ICML 2022
Neural Contextual Bandits without Regret
AISTATS 2022