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 | 84 | 2020 |
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 | 72 | 2019 |
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 | 47 | 2022 |
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 | 37 | 2019 |
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 |
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 | 12 | 2022 |
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 | 12* | 2021 |
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 | 11 | 2021 |
Rateless Codes for Distributed Computations with Sparse Compressed Matrices A Mallick, G Joshi 2019 IEEE International Symposium on Information Theory (ISIT), 2793-2797, 2019 | 8 | 2019 |
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 | 5 | 2021 |
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 | 3 | 2016 |
Rateless sum-recovery codes for distributed non-linear computations A Mallick, G Joshi 2022 IEEE Information Theory Workshop (ITW), 160-165, 2022 | 2 | 2022 |
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 | 1 | 2024 |
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 | 1 | 2020 |
Rateless codes for straggler mitigation in distributed computing A Mallick, M Chaudhari, G Joshi | 1 | 2019 |
Data drift mitigation in machine learning for large-scale systems T Hsieh, B Arzani, A Mallick US Patent App. 17/322,184, 2022 | | 2022 |
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 |