Aditya K Menon
11 papers · 2017–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer
π
Conference Polyglot
(2)
π
Century Club
(11)
β
The Questioner
(3)
ποΈ
Keyword Collector
(58)
π₯
Unstoppable
(5)
Conferences
NIPS (9)
ICML (2)
Top co-authors
Keywords
representation learning
(2)
knowledge distillation
(2)
robust optimization
(1)
variational inference
(1)
bayesian inference
(1)
label noise
(1)
perceptron algorithm
(1)
adaptive inference
(1)
probability estimation
(1)
fair classification
(1)
nearest neighbor
(1)
cascade classifier
(1)
multi-label classification
(1)
gradient descent
(1)
binary classification
(1)
exponential family
(1)
large-margin classifier
(1)
noise tolerance
(1)
information geometry
(1)
statistical learning
(1)
Papers
ResMem: Learn what you can and memorize the rest
NIPS 2023
When Does Confidence-Based Cascade Deferral Suffice?
NIPS 2023
On student-teacher deviations in distillation: does it pay to disobey?
NIPS 2023
Post-hoc estimators for learning to defer to an expert
NIPS 2022
Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces
ICML 2021
Training Over-parameterized Models with Non-decomposable Objectives
NIPS 2021
A statistical perspective on distillation
ICML 2021
Robust large-margin learning in hyperbolic space
NIPS 2020
Multilabel reductions: what is my loss optimising?
NIPS 2019
Noise-tolerant fair classification
NIPS 2019
f-GANs in an Information Geometric Nutshell
NIPS 2017