pranjal awasthi
pranjal awasthi
Verifierad e-postadress på rutgers.edu - Startsida
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Center-based clustering under perturbation stability
P Awasthi, A Blum, O Sheffet
Information Processing Letters 112 (1-2), 49-54, 2012
1172012
The hardness of approximation of euclidean k-means
P Awasthi, M Charikar, R Krishnaswamy, AK Sinop
arXiv preprint arXiv:1502.03316, 2015
1112015
The power of localization for efficiently learning linear separators with noise
P Awasthi, MF Balcan, PM Long
Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014
1072014
Online stochastic optimization in the large: Application to kidney exchange
P Awasthi, T Sandholm
Twenty-First International Joint Conference on Artificial Intelligence, 2009
982009
Decision trees for entity identification: Approximation algorithms and hardness results
VT Chakaravarthy, V Pandit, S Roy, P Awasthi, M Mohania
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on …, 2007
88*2007
Stability yields a PTAS for k-median and k-means clustering
P Awasthi, A Blum, O Sheffet
2010 IEEE 51st Annual Symposium on Foundations of Computer Science, 309-318, 2010
842010
Improved spectral-norm bounds for clustering
P Awasthi, O Sheffet
Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2012
822012
Relax, no need to round: Integrality of clustering formulations
P Awasthi, AS Bandeira, M Charikar, R Krishnaswamy, S Villar, R Ward
Proceedings of the 2015 Conference on Innovations in Theoretical Computer …, 2015
782015
Decision trees for entity identification: Approximation algorithms and hardness results
VT Chakaravarthy, V Pandit, S Roy, P Awasthi, M Mohania
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on …, 2007
782007
Local algorithms for interactive clustering
P Awasthi, MF Balcan, K Voevodski
The Journal of Machine Learning Research 18 (1), 75-109, 2017
702017
Learning mixtures of ranking models
P Awasthi, A Blum, O Sheffet, A Vijayaraghavan
Advances in Neural Information Processing Systems, 2609-2617, 2014
542014
Efficient learning of linear separators under bounded noise
P Awasthi, MF Balcan, N Haghtalab, R Urner
Conference on Learning Theory, 167-190, 2015
512015
Learning and 1-bit compressed sensing under asymmetric noise
P Awasthi, MF Balcan, N Haghtalab, H Zhang
Conference on Learning Theory, 152-192, 2016
472016
Image Modeling Using Tree Structured Conditional Random Fields.
P Awasthi, A Gagrani, B Ravindran
IJCAI, 2060-2065, 2007
412007
Part of speech tagging and chunking with hmm and crf
P Awasthi, D Rao, B Ravindran
Proceedings of NLP Association of India (NLPAI) Machine Learning Contest 2006, 2006
372006
Supervised clustering
P Awasthi, RB Zadeh
Advances in neural information processing systems, 91-99, 2010
342010
Fair k-center clustering for data summarization
M Kleindessner, P Awasthi, J Morgenstern
arXiv preprint arXiv:1901.08628, 2019
322019
Guarantees for spectral clustering with fairness constraints
M Kleindessner, S Samadi, P Awasthi, J Morgenstern
arXiv preprint arXiv:1901.08668, 2019
282019
Center based clustering: A foundational perspective
P Awasthi, MF Balcan
CRC, 2014
182014
On some provably correct cases of variational inference for topic models
P Awasthi, A Risteski
Advances in Neural Information Processing Systems, 2098-2106, 2015
172015
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Artiklar 1–20