Anshuka Rangi
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Learning Types
(3)
Optimization
(3)
Reinforcement Learning
(2)
Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Mathematics
(1)
Privacy
(1)
Keywords
regret bound
(3)
multi-armed bandit
(3)
online learning
(2)
poisoning attack
(2)
episodic learning
(1)
offline reinforcement learning
(1)
reinforcement learning
(1)
data verification
(1)
policy evaluation
(1)
policy learning
(1)
dynamic programming
(1)
distribution shift
(1)
ucb algorithm
(1)
pareto optimality
(1)
data poisoning
(1)
adversarial attack
(1)
multi-objective optimization
(1)
adversarial learning
(1)
langevin dynamics
(1)
stochastic optimization
(1)
Papers
Selective Uncertainty Propagation in Offline RL
AAAI 2025
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
AISTATS 2024
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
AAAI 2022
Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning
IJCAI 2022
Learning based attacks in Cyber Physical Systems: Exploration, Detection, and Control Cost trade-offs
L4DC 2021
Online learning with feedback graphs and switching costs
AISTATS 2019
Unifying the Stochastic and the Adversarial Bandits with Knapsack
IJCAI 2019