Chaitanya Murti
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICLR (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
model editing
(1)
bayes error
(1)
linear programming
(1)
graphical model inference
(1)
markov random field
(1)
graphical model
(1)
convolutional network
(1)
selective forgetting
(1)
structured pruning
(1)
dc decomposition
(1)
convex-concave procedure
(1)
sum-of-squares program
(1)
difference of convex
(1)
algebraic geometry
(1)
discriminative filter
(1)
subnetwork discovery
(1)
Papers
DisCEdit: Model Editing by Identifying Discriminative Components
NIPS 2024
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields
AISTATS 2024
DFPC: Data flow driven pruning of coupled channels without data.
ICLR 2023
TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning
ICLR 2023