Sunav Choudhary

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 22

Top Topics

Blind Deconvolution

Factorization Methods

Fundamental Limits

Top Venues

IEEE Trans. Signal Process.

Publications

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning. CoRR (2024)
Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constrain. CoRR (2024)
Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models. CoRR (2024)
Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint. CIKM (2023)
Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
Flow: Per-instance Personalized Federated Learning. NeurIPS (2023)
Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
Flash: Concept Drift Adaptation in Federated Learning. ICML (2023)
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
Correlated Stochastic Knapsack with a Submodular Objective. ESA (2022)
Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie
EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval. CVPR (2022)
Kunjal Panchal, Sunav Choudhary, Hui Guan
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing. CoRR (2022)
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
Correlated Stochastic Knapsack with a Submodular Objective. CoRR (2022)
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
Scheduling ML training on unreliable spot instances. UCC Companion (2021)
Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary
Data-Driven Compression of Convolutional Neural Networks. CoRR (2019)
Manoj Ghuhan Arivazhagan, Vinay Aggarwal, Aaditya Kumar Singh, Sunav Choudhary
Federated Learning with Personalization Layers. CoRR (2019)
Ankur Garg, Aman Kharb, Yash H. Malviya, J. P. Sagar, Atanu R. Sinha, Iftikhar Ahamath Burhanuddin, Sunav Choudhary
Mentor Pattern Identification from Product Usage Logs. PAKDD (3) (2019)
Sunav Choudhary, Gaurush Hiranandani, Shiv Kumar Saini
Sparse Decomposition for Time Series Forecasting and Anomaly Detection. SDM (2018)
Sajjad Beygi, Amr Elnakeeb, Sunav Choudhary, Urbashi Mitra
Bilinear Matrix Factorization Methods for Time-Varying Narrowband Channel Estimation: Exploiting Sparsity and Rank. IEEE Trans. Signal Process. 66 (22) (2018)
Sunav Choudhary, Urbashi Mitra
On the Properties of the Rank-Two Null Space of Nonsparse and Canonical-Sparse Blind Deconvolution. IEEE Trans. Signal Process. 66 (14) (2018)
Ankur Garg, Sunav Choudhary, Payal Bajaj, Sweta Agrawal, Abhishek Kedia, Shubham Agrawal
Smart Geo-fencing with Location Sensitive Product Affinity. SIGSPATIAL/GIS (2017)
Kundan Krishna, Deepali Jain, Sanket V. Mehta, Sunav Choudhary
An LSTM Based System for Prediction of Human Activities with Durations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (4) (2017)
Sagar Honnungar, Sunav Choudhary, Urbashi Mitra
On target localization with communication costs via tensor completion: A multi-modal approach. ICASSP (2016)
Sunav Choudhary, Sajjad Beygi, Urbashi Mitra
Delay-Doppler estimation via structured low-rank matrix recovery. ICASSP (2016)
Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra
Active Target Localization using Low-Rank Matrix Completion and Unimodal Regression. CoRR (2016)
Sunav Choudhary, Urbashi Mitra
Analysis of target detection via matrix completion. ICASSP (2015)
Sunav Choudhary, Urbashi Mitra
Fundamental Limits of Blind Deconvolution Part II: Sparsity-Ambiguity Trade-offs. CoRR (2015)
Urbashi Mitra, Sunav Choudhary, Franz S. Hover, Robert Hummel, Naveen Kumar, Shrikanth S. Narayanan, Milica Stojanovic, Gaurav S. Sukhatme
Structured sparse methods for active ocean observation systems with communication constraints. IEEE Commun. Mag. 53 (11) (2015)
Sunav Choudhary, Dhruva Kartik, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra
Active target detection with navigation costs: A randomized benchmark. Allerton (2014)
Sunav Choudhary, Urbashi Mitra
Sparse blind deconvolution: What cannot be done. ISIT (2014)
Sunav Choudhary, Urbashi Mitra
Fundamental Limits of Blind Deconvolution Part I: Ambiguity Kernel. CoRR (2014)
Sunav Choudhary, Urbashi Mitra
Identifiability Scaling Laws in Bilinear Inverse Problems. CoRR (2014)
Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra
Active target detection with mobile agents. ICASSP (2014)
Sunav Choudhary, Urbashi Mitra
On the impossibility of blind deconvolution for geometrically decaying subspace sparse signals. GlobalSIP (2014)
Sunav Choudhary, Urbashi Mitra
On identifiability in bilinear inverse problems. ICASSP (2013)
Sunav Choudhary, Urbashi Mitra
Identifiability bounds for bilinear inverse problems. ACSSC (2013)
Sunav Choudhary, Pritam Mukherjee, Mrityunjoy Chakraborty, Shakti Shankar Rath
A SPT Treatment to the Realization of the Sign-LMS Based Adaptive Filters. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2012)
Sunav Choudhary, Urbashi Mitra
Sparse recovery from convolved output in underwater acoustic relay networks. APSIPA (2012)
Geoffrey A. Hollinger, Sunav Choudhary, Parastoo Qarabaqi, Christopher Murphy, Urbashi Mitra, Gaurav S. Sukhatme, Milica Stojanovic, Hanumant Singh, Franz Hover
Underwater Data Collection Using Robotic Sensor Networks. IEEE J. Sel. Areas Commun. 30 (5) (2012)
Geoffrey A. Hollinger, Sunav Choudhary, Parastoo Qarabaqi, Christopher Murphy, Urbashi Mitra, Gaurav S. Sukhatme, Milica Stojanovic, Hanumant Singh, Franz S. Hover
Communication protocols for underwater data collection using a robotic sensor network. GLOBECOM Workshops (2011)
Sunav Choudhary, Pritam Mukherjee, Mrityunjoy Chakraborty
A SPT treatment to the bit serial realization of the sign-LMS based adaptive filter. ISCAS (2010)
Nachiket Desai, Aritra Chatterjee, Shaunak Mishra, Dhaval Chudasama, Sunav Choudhary, Sudhir Kumar Barai
A Fuzzy Logic Based Approach to De-Weather Fog-Degraded Images. CGIV (2009)