Given below are PDF files for posters that I have presented at various conferences.
Sparse Local Embeddings for Extreme Multi-label Classification,
29th Annual Conference on Neural Information Processing Systems (NIPS), 2015.
(prepared by Kush Bhatia and Himanshu Jain)
[poster]
Robust Regression via Hard Thresholding,
29th Annual Conference on Neural Information Processing Systems (NIPS), 2015.
(prepared jointly with Kush Bhatia)
[poster]
Robust Regression,
6th Indo-American Symposium on Frontiers of Science (IAOFS), 2015.
[poster]
Surrogate Functions for Maximizing Precision at the Top,
32nd International Conference on Machine Learning (ICML), 2015.
[poster]
Optimizing Non-decomposable Performance Measures: A Tale of Two Classes,
32nd International Conference on Machine Learning (ICML), 2015.
(prepared by Harikrishna Narasimhan)
[poster]
Online and Stochastic Gradient Methods for Non-decomposable Loss Functions,
28th Annual Conference on Neural Information Processing Systems (NIPS), 2014.
[poster]
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation,
28th Annual Conference on Neural Information Processing Systems (NIPS), 2014.
[poster]
Large-scale Multi-label Learning with Missing Labels,
31st International Conference on Machine Learning (ICML), 2014.
(prepared by Hsiang-Fu Yu)
[poster]
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions,
30th International Conference on Machine Learning (ICML), 2013.
[poster]
Supervised Learning with Similarity Functions,
26th Annual Conference on Neural Information Processing Systems (NIPS), 2012.
[poster]
Random Feature Maps for Dot Product Kernels,
15th International Conference on Artificial Intelligence and Statistics (AISTATS), 2012.
[poster]
Similarity-based Learning via Data driven Embeddings,
25th Annual Conference on Neural Information Processing Systems (NIPS), 2011.
[poster]
Random Projection Trees Revisited,
24th Annual Conference on Neural Information Processing Systems (NIPS), 2010.
[poster]