Multiple instance learning for efficient sequential data classification on resource-constrained devices D Dennis, C Pabbaraju, HV Simhadri, P Jain
Advances in Neural Information Processing Systems 31, 2018
58 2018 Gesturepod: Enabling on-device gesture-based interaction for white cane users SG Patil, DK Dennis, C Pabbaraju, N Shaheer, HV Simhadri, V Seshadri, ...
Proceedings of the 32nd Annual ACM symposium on User Interface Software and …, 2019
38 * 2019 Estimating Lipschitz constants of monotone deep equilibrium models C Pabbaraju, E Winston, JZ Kolter
International Conference on Learning Representations, 2020
30 2020 Universal approximation for log-concave distributions using well-conditioned normalizing flows H Lee, C Pabbaraju, A Sevekari, A Risteski
arXiv preprint arXiv:2107.02951, 2021
11 * 2021 Learning functions over sets via permutation adversarial networks C Pabbaraju, P Jain
arXiv preprint arXiv:1907.05638, 2019
8 2019 A characterization of list learnability M Charikar, C Pabbaraju
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 1713-1726, 2023
7 2023 Provable benefits of score matching C Pabbaraju, D Rohatgi, AP Sevekari, H Lee, A Moitra, A Risteski
Advances in Neural Information Processing Systems 36, 2024
5 2024 Efficient semidefinite-programming-based inference for binary and multi-class MRFs C Pabbaraju, PW Wang, JZ Kolter
Advances in Neural Information Processing Systems 33, 4259-4270, 2020
5 2020 Pitfalls of Gaussians as a noise distribution in NCE H Lee, C Pabbaraju, A Sevekari, A Risteski
arXiv preprint arXiv:2210.00189, 2022
4 2022 Multiclass Learnability Does Not Imply Sample Compression C Pabbaraju
International Conference on Algorithmic Learning Theory, 930-944, 2024
1 2024 Harnessing the power of choices in decision tree learning G Blanc, J Lange, C Pabbaraju, C Sullivan, LY Tan, M Tiwari
Advances in Neural Information Processing Systems 36, 2024
2024 Average-Case Dimensionality Reduction in : Tree Ising Models M Charikar, S Compton, C Pabbaraju
arXiv preprint arXiv:2312.02435, 2023
2023 Testing with Non-identically Distributed Samples S Garg, C Pabbaraju, K Shiragur, G Valiant
arXiv preprint arXiv:2311.11194, 2023
2023 Image segmention via efficient semidefinate-programming based inference for binary and multi-class Markov Random Fields DT Willmott, C Pabbaraju, PW Wang, J Kolter
US Patent 11,587,237, 2023
2023