Bhaskar Mukhoty
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(18)
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Research topics
Keywords
spiking neural network
(4)
adversarial robustness
(3)
robust regression
(2)
variance reduction
(2)
rate encoding
(2)
adversarial training
(2)
label noise
(1)
maximum likelihood estimation
(1)
early stopping
(1)
k-support norm
(1)
regret bound
(1)
generalized linear model
(1)
sublinear regret
(1)
adversarial corruption
(1)
randomized smoothing
(1)
zeroth-order optimization
(1)
surrogate gradient
(1)
inference latency
(1)
random fourier feature
(1)
online gradient descent
(1)
Papers
Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks
ICLR 2025
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
ICLR 2024
Enhancing Training of Spiking Neural Network with Stochastic Latency
AAAI 2024
Iterative Regularization with k-support Norm: An Important Complement to Sparse Recovery
AAAI 2024
Corruption-Tolerant Algorithms for Generalized Linear Models
AAAI 2023
Direct Training of SNN using Local Zeroth Order Method
NeurIPS 2023
Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory
ACML 2023
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems
AISTATS 2019