Supriyo Chakraborty
6 papers · 2014–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (11) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
ACL (2)
AAAI (1)
AISTATS (1)
ICML (1)
NSDI (1)
Top co-authors
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