Chaitanya Murti

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 4

Top Topics

Lyapunov Function

Intermediate Representations

Markov Random Field

Top Venues

Publications

Chaitanya Murti, Dhruva Kashyap, Chiranjib Bhattacharyya
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields. AISTATS (2024)
Tanay Narshana, Chaitanya Murti, Chiranjib Bhattacharyya
DFPC: Data flow driven pruning of coupled channels without data. ICLR (2023)
Chaitanya Murti, Tanay Narshana, Chiranjib Bhattacharyya
TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning. ICLR (2023)
Prafull Prakash, Chaitanya Murti, J. Saketha Nath, Chiranjib Bhattacharyya
Optimizing DNN Architectures for High Speed Autonomous Navigation in GPS Denied Environments on Edge Devices. PRICAI (2) (2019)
Reza Kamyar, Chaitanya Murti, Matthew M. Peet
Constructing piecewise-polynomial lyapunov functions for local stability of nonlinear systems using Handelman's theorem. CDC (2014)
Chaitanya Murti, Matthew M. Peet
A sum-of-squares approach to the analysis of Zeno stability in polynomial hybrid systems. ECC (2013)