Kulin Shah
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (4)
πΊοΈ
Taxonomy Completionist
(20)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Conference Pioneer
β
The Questioner
π₯
Unstoppable
(7)
π
Century Club
(11)
Conferences
NIPS (4)
AAAI (2)
ICML (2)
AISTATS (1)
COLT (1)
UAI (1)
Top co-authors
Keywords
reject option classifier
(3)
double ramp loss
(2)
compressed sensing
(2)
generative model
(2)
diffusion model
(2)
binary classification
(1)
bayesian inference
(1)
density estimation
(1)
gradient descent
(1)
approximate message passing
(1)
linear programming
(1)
reject option
(1)
posterior estimation
(1)
dc programming
(1)
distribution learning
(1)
score estimation
(1)
abstention network
(1)
mistake bound
(1)
gaussian mixture model
(1)
unsupervised learning
(1)
Papers
Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions
ICML 2025
Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion
ICML 2025
Learning general Gaussian mixtures with efficient score matching
COLT 2025
Unrolled denoising networks provably learn to perform optimal Bayesian inference
NIPS 2024
Causal language modeling can elicit search and reasoning capabilities on logic puzzles
NIPS 2024
Ambient Diffusion: Learning Clean Distributions from Corrupted Data
NIPS 2023
Learning Mixtures of Gaussians Using the DDPM Objective
NIPS 2023
Learning and Generalization in Overparameterized Normalizing Flows
AISTATS 2022
RISAN: Robust instance specific deep abstention network
UAI 2021
Online Active Learning of Reject Option Classifiers
AAAI 2020
Sparse Reject Option Classifier Using Successive Linear Programming
AAAI 2019