Sunav Choudhary

According to our database, Sunav Choudhary authored at least 37 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Thinking Forward: Memory-Efficient Federated Finetuning of Language Models.

Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan

CoRR, 2024

Fake or Compromised? Making Sense of Malicious Clients in Federated Learning.

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr

Proceedings of the Computer Security - ESORICS 2024, 2024

2023

Flow: Per-instance Personalized Federated Learning.

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Flash: Concept Drift Adaptation in Federated Learning.

Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan

Proceedings of the International Conference on Machine Learning, 2023

Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint.

Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing.

Kunjal Panchal, Sunav Choudhary, Hui Guan

CoRR, 2022

Correlated Stochastic Knapsack with a Submodular Objective.

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

Proceedings of the 30th Annual European Symposium on Algorithms, 2022

EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval.

Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Scheduling ML training on unreliable spot instances.

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

2019

Federated Learning with Personalization Layers.

Manoj Ghuhan Arivazhagan, Vinay Aggarwal, Aaditya Kumar Singh, Sunav Choudhary

CoRR, 2019

Data-Driven Compression of Convolutional Neural Networks.

Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary

CoRR, 2019

Mentor Pattern Identification from Product Usage Logs.

Ankur Garg, Aman Kharb, Yash H. Malviya, J. P. Sagar, Atanu R. Sinha, Iftikhar Ahamath Burhanuddin, Sunav Choudhary

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018

On the Properties of the Rank-Two Null Space of Nonsparse and Canonical-Sparse Blind Deconvolution.

Sunav Choudhary, Urbashi Mitra

IEEE Trans. Signal Process., 2018

Bilinear Matrix Factorization Methods for Time-Varying Narrowband Channel Estimation: Exploiting Sparsity and Rank.

Sajjad Beygi, Amr Elnakeeb, Sunav Choudhary, Urbashi Mitra

IEEE Trans. Signal Process., 2018

Sparse Decomposition for Time Series Forecasting and Anomaly Detection.

Sunav Choudhary, Gaurush Hiranandani, Shiv Kumar Saini

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

2017

An LSTM Based System for Prediction of Human Activities with Durations.

Kundan Krishna, Deepali Jain, Sanket V. Mehta, Sunav Choudhary

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Smart Geo-fencing with Location Sensitive Product Affinity.

Ankur Garg, Sunav Choudhary, Payal Bajaj, Sweta Agrawal, Abhishek Kedia, Shubham Agrawal

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016

Active Target Localization using Low-Rank Matrix Completion and Unimodal Regression.

Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra

CoRR, 2016

On target localization with communication costs via tensor completion: A multi-modal approach.

Sagar Honnungar, Sunav Choudhary, Urbashi Mitra

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Delay-Doppler estimation via structured low-rank matrix recovery.

Sunav Choudhary, Sajjad Beygi, Urbashi Mitra

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Fundamental Limits of Blind Deconvolution Part II: Sparsity-Ambiguity Trade-offs.

Sunav Choudhary, Urbashi Mitra

CoRR, 2015

Structured sparse methods for active ocean observation systems with communication constraints.

Urbashi Mitra, Sunav Choudhary, Franz S. Hover, Robert Hummel, Naveen Kumar, Shrikanth S. Narayanan, Milica Stojanovic, Gaurav S. Sukhatme

IEEE Commun. Mag., 2015

Analysis of target detection via matrix completion.

Sunav Choudhary, Urbashi Mitra

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Fundamental Limits of Blind Deconvolution Part I: Ambiguity Kernel.

Sunav Choudhary, Urbashi Mitra

CoRR, 2014

Identifiability Scaling Laws in Bilinear Inverse Problems.

Sunav Choudhary, Urbashi Mitra

CoRR, 2014

Sparse blind deconvolution: What cannot be done.

Sunav Choudhary, Urbashi Mitra

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Active target detection with mobile agents.

Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra

Proceedings of the IEEE International Conference on Acoustics, 2014

On the impossibility of blind deconvolution for geometrically decaying subspace sparse signals.

Sunav Choudhary, Urbashi Mitra

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Active target detection with navigation costs: A randomized benchmark.

Sunav Choudhary, Dhruva Kartik, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

On identifiability in bilinear inverse problems.

Sunav Choudhary, Urbashi Mitra

Proceedings of the IEEE International Conference on Acoustics, 2013

Identifiability bounds for bilinear inverse problems.

Sunav Choudhary, Urbashi Mitra

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

A SPT Treatment to the Realization of the Sign-LMS Based Adaptive Filters.

Sunav Choudhary, Pritam Mukherjee, Mrityunjoy Chakraborty, Shakti Shankar Rath

IEEE Trans. Circuits Syst. I Regul. Pap., 2012

Underwater Data Collection Using Robotic Sensor Networks.

Geoffrey A. Hollinger, Sunav Choudhary, Parastoo Qarabaqi, Christopher Murphy, Urbashi Mitra, Gaurav S. Sukhatme, Milica Stojanovic, Hanumant Singh, Franz Hover

IEEE J. Sel. Areas Commun., 2012

Sparse recovery from convolved output in underwater acoustic relay networks.

Sunav Choudhary, Urbashi Mitra

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

Communication protocols for underwater data collection using a robotic sensor network.

Geoffrey A. Hollinger, Sunav Choudhary, Parastoo Qarabaqi, Christopher Murphy, Urbashi Mitra, Gaurav S. Sukhatme, Milica Stojanovic, Hanumant Singh, Franz S. Hover

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

2010

A SPT treatment to the bit serial realization of the sign-LMS based adaptive filter.

Sunav Choudhary, Pritam Mukherjee, Mrityunjoy Chakraborty

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009

A Fuzzy Logic Based Approach to De-Weather Fog-Degraded Images.

Nachiket V. Desai, Aritra Chatterjee, Shaunak Mishra, Dhaval Chudasama, Sunav Choudhary, Sudhir Kumar Barai

Proceedings of the Sixth International Conference on Computer Graphics, 2009