Mayank Goswami
8 papers · 2013–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (10) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
AISTATS (1)
ICCV (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
label noise
(2)
learning theory
(1)
3d reconstruction
(1)
stochastic gradient descent
(1)
model security
(1)
adversarial machine learning
(1)
supervised learning
(1)
feature matching
(1)
topological data analysis
(1)
algorithmic stability
(1)
surface registration
(1)
riemannian metric
(1)
generalization bound
(1)
deep neural network
(1)
noisy label
(1)
theoretical guarantee
(1)
classifier robustness
(1)
label correction
(1)
noisy label correction
(1)
bayesian optimal classifier
(1)
Papers
Learning to Segment from Noisy Annotations: A Spatial Correction Approach
ICLR 2023
Stability of SGD: Tightness analysis and improved bounds
UAI 2022
A Manifold View of Adversarial Risk
AISTATS 2022
Learning with Feature-Dependent Label Noise: A Progressive Approach
ICLR 2021
Topological Detection of Trojaned Neural Networks
NIPS 2021
A Topological Filter for Learning with Label Noise
NIPS 2020
Error-Bounded Correction of Noisy Labels
ICML 2020
Geometric Registration Based on Distortion Estimation
ICCV 2013