Anit Kumar Sahu
7 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
ACL (1)
AISTATS (1)
INTERSPEECH (1)
Top co-authors
Keywords
federated learning
(2)
uncertainty quantification
(2)
personalized model
(2)
bayesian hierarchical model
(2)
optimal transport
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
automatic speech recognition
(1)
hierarchical model
(1)
expert selection
(1)
data selection
(1)
projection free optimization
(1)
client heterogeneity
(1)
client-server architecture
(1)
frank-wolfe algorithm
(1)
constrained stochastic optimization
(1)
teacher-student model
(1)
personalized federated learning
(1)
neural scaling law
(1)
zeroth order optimization
(1)
Papers
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs
ICLR 2024
Learning When to Trust Which Teacher for Weakly Supervised ASR
INTERSPEECH 2023
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources
NIPS 2023
ActPerFL: Active Personalized Federated Learning
ACL 2022
Self-Aware Personalized Federated Learning
NIPS 2022
Multiplicative Filter Networks
ICLR 2021
Towards Gradient Free and Projection Free Stochastic Optimization
AISTATS 2019