Debangshu Banerjee
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(17)
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Triple Crown
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(4)
Core AI
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Computer Science
(1)
Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Techniques
(1)
Keywords
adversarial robustness
(2)
relational properties
(2)
neural network
(2)
transfer learning
(1)
constrained generation
(1)
adversarial training
(1)
formal verification
(1)
branch and bound
(1)
model pruning
(1)
spectral analysis
(1)
hidden layer
(1)
adversarial attack
(1)
clustering algorithm
(1)
regret bound
(1)
deep neural network
(1)
randomized smoothing
(1)
variational autoencoder
(1)
linear bandit
(1)
neural network verification
(1)
exploration strategy
(1)
Papers
CRANE: Reasoning with constrained LLM generation
ICML 2025
Support is All You Need for Certified VAE Training
ICLR 2025
Incremental Randomized Smoothing Certification
ICLR 2024
Interpreting Robustness Proofs of Deep Neural Networks
ICLR 2024
Relational DNN Verification With Cross Executional Bound Refinement
ICML 2024
Relational Verification Leaps Forward with RABBit
NeurIPS 2024
Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference
AISTATS 2023