Bhaskar Mukhoty
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(13)
Conferences
AAAI (3)
ICLR (2)
ACML (1)
AISTATS (1)
NIPS (1)
Top co-authors
Research topics
Keywords
robust regression
(2)
spiking neural network
(2)
variance reduction
(2)
neuromorphic computing
(1)
parameter estimation
(1)
global convergence
(1)
neuromorphic hardware
(1)
label noise
(1)
maximum likelihood estimation
(1)
early stopping
(1)
k-support norm
(1)
generalized linear model
(1)
sublinear regret
(1)
adversarial corruption
(1)
zeroth-order optimization
(1)
surrogate gradient
(1)
inference latency
(1)
random fourier feature
(1)
online gradient descent
(1)
pairwise learning
(1)
Papers
Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks
ICLR 2025
Enhancing Training of Spiking Neural Network with Stochastic Latency
AAAI 2024
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
ICLR 2024
Iterative Regularization with k-support Norm: An Important Complement to Sparse Recovery
AAAI 2024
Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory
ACML 2023
Corruption-Tolerant Algorithms for Generalized Linear Models
AAAI 2023
Direct Training of SNN using Local Zeroth Order Method
NIPS 2023
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems
AISTATS 2019