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2020 – today
- 2024
[i12]Sitan Chen, Vasilis Kontonis, Kulin Shah:
Learning general Gaussian mixtures with efficient score matching. CoRR abs/2404.18893 (2024)- [i11]Kulin Shah, Nishanth Dikkala, Xin Wang, Rina Panigrahy:
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles. CoRR abs/2409.10502 (2024) - [i10]Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar:
Unrolled denoising networks provably learn optimal Bayesian inference. CoRR abs/2409.12947 (2024) - 2023
- [c8]Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alex Dimakis, Adam R. Klivans:
Ambient Diffusion: Learning Clean Distributions from Corrupted Data. NeurIPS 2023 - [c7]Kulin Shah, Sitan Chen, Adam R. Klivans:
Learning Mixtures of Gaussians Using the DDPM Objective. NeurIPS 2023 - [i9]Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alexandros G. Dimakis, Adam R. Klivans:
Ambient Diffusion: Learning Clean Distributions from Corrupted Data. CoRR abs/2305.19256 (2023) - [i8]Kulin Shah, Sitan Chen, Adam R. Klivans:
Learning Mixtures of Gaussians Using the DDPM Objective. CoRR abs/2307.01178 (2023) - [i7]Yuanzhi Li, Raghu Meka, Rina Panigrahy, Kulin Shah:
Simple Mechanisms for Representing, Indexing and Manipulating Concepts. CoRR abs/2310.12143 (2023) - 2022
- [c6]Kulin Shah, Amit Deshpande, Navin Goyal:
Learning and Generalization in Overparameterized Normalizing Flows. AISTATS 2022: 9430-9504 - 2021
- [c5]Kulin Shah, Pooja Gupta, Amit Deshpande, Chiranjib Bhattacharyya:
Rawlsian Fair Adaptation of Deep Learning Classifiers. AIES 2021: 936-945 - [c4]Bhavya Kalra, Kulin Shah, Naresh Manwani:
RISAN: Robust instance specific deep abstention network. UAI 2021: 1525-1534 - [i6]Kulin Shah, Pooja Gupta, Amit Deshpande, Chiranjib Bhattacharyya:
Rawlsian Fair Adaptation of Deep Learning Classifiers. CoRR abs/2105.14890 (2021) - [i5]Kulin Shah, Amit Deshpande, Navin Goyal:
Learning and Generalization in Overparameterized Normalizing Flows. CoRR abs/2106.10535 (2021) - [i4]Bhavya Kalra, Kulin Shah, Naresh Manwani:
RISAN: Robust Instance Specific Abstention Network. CoRR abs/2107.03090 (2021) - 2020
- [c3]Kulin Shah, Naresh Manwani:
Online Active Learning of Reject Option Classifiers. AAAI 2020: 5652-5659
2010 – 2019
- 2019
- [c2]Bakhtiyar Syed, Vijayasaradhi Indurthi, Kulin Shah, Manish Gupta, Vasudeva Varma:
Ingredients for Happiness: Modeling constructs via semi-supervised content driven inductive transfer. AffCon@AAAI 2019: 120-128 - [c1]Kulin Shah, Naresh Manwani:
Sparse Reject Option Classifier Using Successive Linear Programming. AAAI 2019: 4870-4877 - [i3]Kulin Shah, P. S. Sastry, Naresh Manwani:
PLUME: Polyhedral Learning Using Mixture of Experts. CoRR abs/1904.09948 (2019) - [i2]Kulin Shah, Naresh Manwani:
Online Active Learning of Reject Option Classifiers. CoRR abs/1906.06166 (2019) - 2018
- [i1]Kulin Shah, Naresh Manwani:
Sparse and Robust Reject Option Classifier using Successive Linear Programming. CoRR abs/1802.04235 (2018)
Coauthor Index
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