Achintya Kundu
3 papers · 2010–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Research topics
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)
convex loss function
(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
NeurIPS 2010