Avinandan Bose
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
Conferences
AAAI (2)
AISTATS (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
non-convex optimization
(2)
transfer learning
(1)
policy gradient
(1)
bounded rationality
(1)
loss landscape
(1)
markov decision process
(1)
dynamic programming
(1)
gradient descent
(1)
hierarchical model
(1)
bandit feedback
(1)
reward design
(1)
feedback mechanism
(1)
generative model
(1)
learning dynamics
(1)
generative adversarial network
(1)
stackelberg game
(1)
multi-agent simulation
(1)
service initialization
(1)
k-means guarantee
(1)
global optimality
(1)
Papers
Offline Multi-task Transfer RL with Representational Penalization
AISTATS 2025
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning
AISTATS 2025
Initializing Services in Interactive ML Systems for Diverse Users
NIPS 2024
Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary
IJCAI 2024
A Fair Incentive Scheme for Community Health Workers
AAAI 2023
Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees
NIPS 2022
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models
AAAI 2022