Muthu Chidambaram
9 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Academic Marathon (6) π Cross-Pollinator (14) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Triple Crown
β
The Questioner
(3)
Conferences
ICLR (4)
ICML (3)
ACL (1)
NIPS (1)
Top co-authors
Keywords
feature learning
(2)
zero-shot learning
(1)
probabilistic modeling
(1)
sparse coding
(1)
data augmentation
(1)
masked training
(1)
theoretical analysis
(1)
empirical risk minimization
(1)
conditional distribution
(1)
score estimation
(1)
semantic similarity
(1)
generative model
(1)
diffusion model
(1)
convolutional network
(1)
score-based model
(1)
diffusion model guidance
(1)
tilted distribution
(1)
sampling dynamics
(1)
parallel datum
(1)
multitask training
(1)
Papers
Reassessing How to Compare and Improve the Calibration of Machine Learning Models
ICLR 2025
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation
ICLR 2025
How Flawed Is ECE? An Analysis via Logit Smoothing
ICML 2024
On the Limitations of Temperature Scaling for Distributions with Overlaps
ICLR 2024
What does guidance do? A fine-grained analysis in a simple setting
NIPS 2024
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup
ICML 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding
ICML 2023
Towards Understanding the Data Dependency of Mixup-style Training
ICLR 2022
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model
ACL 2019