Anish Acharya
6 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Academic Marathon
(6)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(31)
π
Conference Pioneer
Conferences
AAAI (1)
AISTATS (1)
EMNLP (1)
ICML (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
non-convex optimization
(2)
federated learning
(1)
stochastic gradient descent
(1)
multilingual nlp
(1)
policy learning
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
dialogue state tracking
(1)
variance reduction
(1)
robust estimation
(1)
communication efficiency
(1)
block coordinate descent
(1)
geometric median
(1)
client heterogeneity
(1)
word embedding
(1)
robust training
(1)
abstractive summarization
(1)
dialogue simulation
(1)
conversation summarization
(1)
embedding compression
(1)
Papers
Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data
ICML 2025
Robust Training in High Dimensions via Block Coordinate Geometric Median Descent
AISTATS 2022
Faster non-convex federated learning via global and local momentum
UAI 2022
GupShup: Summarizing Open-Domain Code-Switched Conversations
EMNLP 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021
Online Embedding Compression for Text Classification Using Low Rank Matrix Factorization
AAAI 2019