Akhil Mathur
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
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