Avinandan Bose
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(27)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Reinforcement Learning
(3)
Core AI
(3)
Mathematics & Optimization
(2)
Applications
(2)
Core Methods
(2)
Methods
(2)
Optimization
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
non-convex optimization
(2)
certified robustness
(1)
transfer learning
(1)
online learning
(1)
markov decision process
(1)
binary classification
(1)
offline reinforcement learning
(1)
policy gradient
(1)
bounded rationality
(1)
loss landscape
(1)
multi-task learning
(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)
representation learning
(1)
Papers
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning
AISTATS 2025
Offline Multi-task Transfer RL with Representational Penalization
AISTATS 2025
Initializing Services in Interactive ML Systems for Diverse Users
NeurIPS 2024
Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary
IJCAI 2024
A Fair Incentive Scheme for Community Health Workers
AAAI 2023
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models
AAAI 2022
Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees
NeurIPS 2022