Prati
Ankur Mallick
Ankur Mallick
Potvrđena adresa e-pošte na microsoft.com - Početna stranica
Naslov
Citirano
Citirano
Godina
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020
842020
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (3 …, 2019
732019
Matchmaker: Data drift mitigation in machine learning for large-scale systems
A Mallick, K Hsieh, B Arzani, G Joshi
Proceedings of Machine Learning and Systems 4, 77-94, 2022
532022
Fast and efficient distributed matrix-vector multiplication using rateless fountain codes
A Mallick, M Chaudhari, G Joshi
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
392019
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
Communications of the ACM 65 (5), 111-118, 2022
132022
Deep kernels with probabilistic embeddings for small-data learning
A Mallick, C Dwivedi, B Kailkhura, G Joshi, TYJ Han
Uncertainty in Artificial Intelligence, 918-928, 2021
13*2021
Probabilistic neighbourhood component analysis: sample efficient uncertainty estimation in deep learning
A Mallick, C Dwivedi, B Kailkhura, G Joshi, T Han
arXiv preprint arXiv:2007.10800, 2020
13*2020
Leveraging spatial and temporal correlations in sparsified mean estimation
D Jhunjhunwala, A Mallick, A Gadhikar, S Kadhe, G Joshi
Advances in Neural Information Processing Systems 34, 14280-14292, 2021
122021
Rateless Codes for Distributed Computations with Sparse Compressed Matrices
A Mallick, G Joshi
2019 IEEE International Symposium on Information Theory (ISIT), 2793-2797, 2019
82019
Rateless codes for distributed non-linear computations
A Mallick, S Smith, G Joshi
2021 11th International Symposium on Topics in Coding (ISTC), 1-5, 2021
52021
Hybrid LLM: Cost-efficient and quality-aware query routing
D Ding, A Mallick, C Wang, R Sim, S Mukherjee, V Ruhle, ...
arXiv preprint arXiv:2404.14618, 2024
42024
Bandlimited field reconstruction from samples obtained on a discrete grid with unknown random locations
A Mallick, A Kumar
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
32016
Rateless sum-recovery codes for distributed non-linear computations
A Mallick, G Joshi
2022 IEEE Information Theory Workshop (ITW), 160-165, 2022
22022
Data drift mitigation in machine learning for large-scale systems
T Hsieh, B Arzani, A Mallick
US Patent App. 17/322,184, 2022
12022
Sample efficient uncertainty estimation using probabilistic neighborhood component analysis
A Mallick, C Dwivedi, B Kailkhura, G Joshi, Y Han
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2020
12020
Rateless codes for straggler mitigation in distributed computing
A Mallick, M Chaudhari, G Joshi
12019
Probabilistic Methods for Mitigating Uncertainties in Large-Scale Computing and Machine Learning
A Mallick
Carnegie Mellon University, 2022
2022
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning (preprint)
A Mallick, C Dwivedi, B Kailkhura, G Joshi, TYJ Han
2020
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
arXiv preprint arXiv:1804.10331, 2018
2018
Bandlimited Field Reconstruction from Samples Obtained at Unknown Random Locations on a Grid
A Mallick, A Kumar
arXiv preprint arXiv:1611.10211, 2016
2016
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