Supriyo Chakraborty
6 papers · 2014–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(2)
Learning Types
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
model poisoning
(2)
federated learning
(2)
neural network optimization
(1)
model interpretability
(1)
saliency map
(1)
adversarial defense
(1)
language model
(1)
gradient clipping
(1)
scaling law
(1)
training dynamics
(1)
image classifier
(1)
model routing
(1)
post-hoc explanation
(1)
skill estimation
(1)
fidelity metric
(1)
loss deceleration
(1)
zero-sum learning
(1)
gradient interference
(1)
byzantine resilience
(1)
large language model
(1)
Papers
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
ACL 2026
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning
ACL 2025
SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification
AISTATS 2022
Sanity Checks for Saliency Metrics
AAAI 2020
Analyzing Federated Learning through an Adversarial Lens
ICML 2019
ipShield: A Framework For Enforcing Context-Aware Privacy
NSDI 2014