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Andrej Risteski — most-cited papers & profile · Generative Models
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Andrej Risteski
11
papers ·
0
citations ·
16
h-index
Carnegie Mellon University
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Semantic Scholar ↗
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Most-cited papers
The tractability landscape of diffusion alignment: regularization, rewards, and computational primitives
2026
Steering diffusion models with quadratic rewards: a fine-grained analysis
2026
Theoretical limitations of Encoder-Decoder GAN architectures
2017
Approximability of Discriminators Implies Diversity in GANs
2018
Fast Convergence for Langevin Diffusion with Manifold Structure
2020
Representational aspects of depth and conditioning in normalizing flows
2020
Universal Approximation for Log-concave Distributions using Well-conditioned Normalizing Flows
2021
Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions
2023
Top co-authors
Ankur Moitra
· 3
Dhruv Rohatgi
· 2
Anish Sevekari
· 1
Chirag Pabbaraju
· 1
Frederic Koehler
· 1
Holden Lee
· 1
Sanjeev Arora
· 1
Tengyu Ma
· 1
Viraj Mehta
· 1
Yilong Qin
· 1
Yi Zhang
· 1
Yu Bai
· 1
Topics
cs.LG
cs.DS
GANs
Diffusion Models
Conditioning & Control
Uncategorized