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Sunav Choudhary
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2020 – today
- 2024
- [c23]Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr:
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning. ESORICS (1) 2024: 187-207 - [i12]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. CoRR abs/2402.03388 (2024) - [i11]Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr:
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning. CoRR abs/2403.06319 (2024) - [i10]Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan:
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models. CoRR abs/2405.15551 (2024) - [i9]Adit Jain, Soumyabrata Pal, Sunav Choudhary, Ramasuri Narayanam, Vikram Krishnamurthy:
Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits. CoRR abs/2410.20041 (2024) - 2023
- [c22]Harshita Chopra
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint. CIKM 2023: 359-368 - [c21]Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan:
Flash: Concept Drift Adaptation in Federated Learning. ICML 2023: 26931-26962 - [c20]Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan:
Flow: Per-instance Personalized Federated Learning. NeurIPS 2023 - 2022
- [c19]Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary
EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval. CVPR 2022: 18030-18040 - [c18]Sheng Yang, Samir Khuller, Sunav Choudhary
Correlated Stochastic Knapsack with a Submodular Objective. ESA 2022: 91:1-91:14 - [i8]Sheng Yang, Samir Khuller, Sunav Choudhary
Correlated Stochastic Knapsack with a Submodular Objective. CoRR abs/2207.01551 (2022) - [i7]Kunjal Panchal, Sunav Choudhary
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing. CoRR abs/2211.15281 (2022) - 2021
- [c17]Sheng Yang, Samir Khuller, Sunav Choudhary
Scheduling ML training on unreliable spot instances. UCC Companion 2021: 29:1-29:8
2010 – 2019
- 2019
- [c16]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: 359-371 - [i6]Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary:
Data-Driven Compression of Convolutional Neural Networks. CoRR abs/1911.12740 (2019) - [i5]Manoj Ghuhan Arivazhagan, Vinay Aggarwal, Aaditya Kumar Singh, Sunav Choudhary:
Federated Learning with Personalization Layers. CoRR abs/1912.00818 (2019) - 2018
- [j6]Sunav Choudhary
On the Properties of the Rank-Two Null Space of Nonsparse and Canonical-Sparse Blind Deconvolution. IEEE Trans. Signal Process. 66(14): 3696-3709 (2018) - [j5]Sajjad Beygi, Amr Elnakeeb
Bilinear Matrix Factorization Methods for Time-Varying Narrowband Channel Estimation: Exploiting Sparsity and Rank. IEEE Trans. Signal Process. 66(22): 6062-6075 (2018) - [c15]Sunav Choudhary
Sparse Decomposition for Time Series Forecasting and Anomaly Detection. SDM 2018: 522-530 - 2017
- [j4]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): 147:1-147:31 (2017) - [c14]Ankur Garg, Sunav Choudhary
Smart Geo-fencing with Location Sensitive Product Affinity. SIGSPATIAL/GIS 2017: 39:1-39:10 - 2016
- [c13]Sunav Choudhary
Delay-Doppler estimation via structured low-rank matrix recovery. ICASSP 2016: 3786-3790 - [c12]Sagar Honnungar, Sunav Choudhary
On target localization with communication costs via tensor completion: A multi-modal approach. ICASSP 2016: 6400-6404 - [i4]Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra:
Active Target Localization using Low-Rank Matrix Completion and Unimodal Regression. CoRR abs/1601.07254 (2016) - 2015
- [j3]Urbashi Mitra, Sunav Choudhary
Structured sparse methods for active ocean observation systems with communication constraints. IEEE Commun. Mag. 53(11): 88-96 (2015) - [c11]Sunav Choudhary
Analysis of target detection via matrix completion. ICASSP 2015: 3771-3775 - [i3]Sunav Choudhary, Urbashi Mitra:
Fundamental Limits of Blind Deconvolution Part II: Sparsity-Ambiguity Trade-offs. CoRR abs/1503.03184 (2015) - 2014
- [c10]Sunav Choudhary
Active target detection with navigation costs: A randomized benchmark. Allerton 2014: 109-115 - [c9]Sunav Choudhary
On the impossibility of blind deconvolution for geometrically decaying subspace sparse signals. GlobalSIP 2014: 463-467 - [c8]Sunav Choudhary
Active target detection with mobile agents. ICASSP 2014: 4185-4189 - [c7]Sunav Choudhary
Sparse blind deconvolution: What cannot be done. ISIT 2014: 3002-3006 - [i2]Sunav Choudhary, Urbashi Mitra:
Identifiability Scaling Laws in Bilinear Inverse Problems. CoRR abs/1402.2637 (2014) - [i1]Sunav Choudhary, Urbashi Mitra:
Fundamental Limits of Blind Deconvolution Part I: Ambiguity Kernel. CoRR abs/1411.3810 (2014) - 2013
- [c6]Sunav Choudhary
Identifiability bounds for bilinear inverse problems. ACSSC 2013: 1677-1681 - [c5]Sunav Choudhary
On identifiability in bilinear inverse problems. ICASSP 2013: 4325-4329 - 2012
- [j2]Geoffrey A. Hollinger, Sunav Choudhary
Underwater Data Collection Using Robotic Sensor Networks. IEEE J. Sel. Areas Commun. 30(5): 899-911 (2012) - [j1]Sunav Choudhary
A SPT Treatment to the Realization of the Sign-LMS Based Adaptive Filters. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(9): 2025-2033 (2012) - [c4]Sunav Choudhary, Urbashi Mitra:
Sparse recovery from convolved output in underwater acoustic relay networks. APSIPA 2012: 1-8 - 2011
- [c3]Geoffrey A. Hollinger, Sunav Choudhary
Communication protocols for underwater data collection using a robotic sensor network. GLOBECOM Workshops 2011: 1308-1313 - 2010
- [c2]Sunav Choudhary
A SPT treatment to the bit serial realization of the sign-LMS based adaptive filter. ISCAS 2010: 2678-2681
2000 – 2009
- 2009
- [c1]Nachiket V. Desai, Aritra Chatterjee, Shaunak Mishra, Dhaval Chudasama, Sunav Choudhary
A Fuzzy Logic Based Approach to De-Weather Fog-Degraded Images. CGIV 2009: 383-387
Coauthor Index
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