Akhil Mathur
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(12)
Conferences
ICML (1)
INTERSPEECH (1)
JMLR (1)
WACV (1)
Top co-authors
Research topics
Keywords
self-supervised learning
(2)
federated learning
(2)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
adversarial learning
(1)
knowledge distillation
(1)
unsupervised domain adaptation
(1)
distributed clustering
(1)
speech classification
(1)
client-server architecture
(1)
client clustering
(1)
energy consumption
(1)
label space mismatch
(1)
source-target divergence
(1)
environmental impact
(1)
carbon footprint
(1)
unsupervised learning
(1)
Papers
Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning
WACV 2024
A First Look into the Carbon Footprint of Federated Learning
JMLR 2023
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
ICML 2022
Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification
INTERSPEECH 2020