Chaitanya Murti

4 papers · 2023–2024 · 3 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICLR (2) AISTATS (1) NeurIPS (1)

Top co-authors

Chiranjib Bhattacharyya (4) Tanay Narshana (2) Dhruva Kashyap (1)

Research topics

Artificial Intelligence (4) Machine Learning (3) Core AI (3) Application Areas (2) Core Methods (2) Deep Learning (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Learning Types (1) Mathematics (1) Optimization (1) Optimization & Theory (1)

Keywords

discriminative filter (2) structured pruning (2) neural network (2) model compression (2) total variation (1) graphical model inference (1) markov random field (1) graphical model (1) convolutional network (1) filter pruning (1) selective forgetting (1) dc decomposition (1) convex-concave procedure (1) sum-of-squares program (1) difference of convex (1) inference time (1) algebraic geometry (1) data-free pruning (1) subnetwork discovery (1) coupled channel (1)

Papers

DisCEdit: Model Editing by Identifying Discriminative Components NeurIPS 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