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On the Unreasonable Effectiveness of Knowledge Distillation: Analysis in the Kernel Regime

Mar 30, 2020
Arman Rahbar, Ashkan Panahi, Chiranjib Bhattacharyya, Devdatt Dubhashi, Morteza Haghir Chehreghani

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Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing

Apr 19, 2019
Chiranjib Bhattacharyya, Ravindran Kannan

* Change from Version 1: Added Section 6 plus 3 references 

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RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

Dec 11, 2018
Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, Chiranjib Bhattacharyya, Partha Talukdar

* 10 pages, 6 figures, EMNLP 2018 

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How Many Pairwise Preferences Do We Need to Rank A Graph Consistently?

Nov 06, 2018
Aadirupa Saha, Rakesh Shivanna, Chiranjib Bhattacharyya

* To appear in Thirty-Third AAAI Conference on Artificial Intelligence, 2019 

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Graph Convolutional Networks based Word Embeddings

Sep 12, 2018
Shikhar Vashishth, Prateek Yadav, Manik Bhandari, Piyush Rai, Chiranjib Bhattacharyya, Partha Talukdar

* 9 pages, 2 figures 

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Using Inherent Structures to design Lean 2-layer RBMs

Jun 12, 2018
Abhishek Bansal, Abhinav Anand, Chiranjib Bhattacharyya

* ICML 2018 (Full Paper + Long Talk) 

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Temporally Coherent Bayesian Models for Entity Discovery in Videos by Tracklet Clustering

Feb 06, 2015
Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya

* 11 pages 

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A provable SVD-based algorithm for learning topics in dominant admixture corpus

Nov 04, 2014
Trapit Bansal, Chiranjib Bhattacharyya, Ravindran Kannan

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Mining Block I/O Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson

Oct 13, 2014
Lavanya Sita Tekumalla, Chiranjib Bhattacharyya

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Controlled Sparsity Kernel Learning

Dec 31, 2013
Dinesh Govindaraj, Raman Sankaran, Sreedal Menon, Chiranjib Bhattacharyya

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Dynamic Multi-Relational Chinese Restaurant Process for Analyzing Influences on Users in Social Media

May 07, 2012
Himabindu Lakkaraju, Indrajit Bhattacharya, Chiranjib Bhattacharyya

* 9 pages 

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Randomized Algorithms for Large scale SVMs

Sep 19, 2009
Vinay Jethava, Krishnan Suresh, Chiranjib Bhattacharyya, Ramesh Hariharan

* 17 pages, Submitted to Machine Learning journal (October 2008) - under revision 

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