Bhaskar Mukhoty

According to our database, Bhaskar Mukhoty authored at least 17 papers between 2015 and 2024.

Collaborative distances:

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

2024

Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks.

Bhaskar Mukhoty, Hilal AlQuabeh, Giulia De Masi, Huan Xiong, Bin Gu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Iterative Regularization with k-support Norm: An Important Complement to Sparse Recovery.

William de Vazelhes, Bhaskar Mukhoty, Xiao-Tong Yuan, Bin Gu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Enhancing Training of Spiking Neural Network with Stochastic Latency.

Srinivas Anumasa, Bhaskar Mukhoty, Velibor Bojkovic, Giulia De Masi, Huan Xiong, Bin Gu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Energy Efficient Training of SNN using Local Zeroth Order Method.

Bhaskar Mukhoty, Velibor Bojkovic, William de Vazelhes, Giulia De Masi, Huan Xiong, Bin Gu

CoRR, 2023

Direct Training of SNN using Local Zeroth Order Method.

Bhaskar Mukhoty, Velibor Bojkovic, William de Vazelhes, Xiaohan Zhao, Giulia De Masi, Huan Xiong, Bin Gu

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

Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory.

Hilal AlQuabeh, Bhaskar Mukhoty, Bin Gu

Proceedings of the Asian Conference on Machine Learning, 2023

Corruption-Tolerant Algorithms for Generalized Linear Models.

Bhaskar Mukhoty, Debojyoti Dey, Purushottam Kar

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

AGGLIO: Global Optimization for Locally Convex Functions.

Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021

Robust non-parametric regression via incoherent subspace projections.

Bhaskar Mukhoty, Subhajit Dutta, Purushottam Kar

Mach. Learn., 2021

CatchAll: A Robust Multivariate Intrusion Detection System for Cyber-Physical Systems using Low Rank Matrix.

Aneet Kumar Dutta, Bhaskar Mukhoty, Sandeep K. Shukla

Proceedings of the CPSIoTSec '21: Proceedings of the 2th Workshop on CPS&IoT Security and Privacy, 2021

2020

Unsupervised Learning Based Robust Multivariate Intrusion Detection System for Cyber-Physical Systems using Low Rank Matrix.

Aneet Kumar Dutta, Bhaskar Pratim Mukhoty, Sandeep K. Shukla

CoRR, 2020

Epidemiologically and Socio-economically Optimal Policies via Bayesian Optimization.

Amit Chandak, Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar

CoRR, 2020

A parameter-free affinity based clustering.

Bhaskar Mukhoty, Ruchir Gupta, K. Lakshmanan, Mayank Kumar

Appl. Intell., 2020

2019

Sequence to sequence deep learning models for solar irradiation forecasting.

Bhaskar Pratim Mukhoty, Vikas Maurya, Sandeep Kumar Shukla

CoRR, 2019

Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems.

Bhaskar Mukhoty, Govind Gopakumar, Prateek Jain, Purushottam Kar

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Model Extraction Warning in MLaaS Paradigm.

Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta

Proceedings of the 34th Annual Computer Security Applications Conference, 2018

2015

A Parameter-free Affinity Based Clustering.

Bhaskar Mukhoty, Ruchir Gupta

CoRR, 2015