Achintya Kundu
3 papers · 2010–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (14) π Cross-Pollinator (14) π Interdisciplinary Bridge
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Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Trend Setter
Conferences
AISTATS (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
convex optimization
(2)
graph matching
(1)
knowledge distillation
(1)
multiple kernel learning
(1)
kernel matrix learning
(1)
mirror descent algorithm
(1)
mirror descent
(1)
similarity matrix
(1)
support vector machine
(1)
proximal operator
(1)
iteration complexity
(1)
edge inference
(1)
first-order algorithm
(1)
supernet training
(1)
parameter-efficient training
(1)
model compression
(1)
exact penalty
(1)
Papers
Efficiently Distilling LLMs for Edge Applications
NAACL 2024
Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach
AISTATS 2018
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions
NIPS 2010