Posters

Given below are PDF files for posters that I have presented at various conferences.


  1. 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]

  2. Robust Regression via Hard Thresholding,
    29th Annual Conference on Neural Information Processing Systems (NIPS), 2015.
    (prepared jointly with Kush Bhatia)
    [poster]

  3. Robust Regression,
    6th Indo-American Symposium on Frontiers of Science (IAOFS), 2015.
    [poster]

  4. Surrogate Functions for Maximizing Precision at the Top,
    32nd International Conference on Machine Learning (ICML), 2015.
    [poster]

  5. Optimizing Non-decomposable Performance Measures: A Tale of Two Classes,
    32nd International Conference on Machine Learning (ICML), 2015.
    (prepared by Harikrishna Narasimhan)
    [poster]

  6. Online and Stochastic Gradient Methods for Non-decomposable Loss Functions,
    28th Annual Conference on Neural Information Processing Systems (NIPS), 2014.
    [poster]

  7. On Iterative Hard Thresholding Methods for High-dimensional M-Estimation,
    28th Annual Conference on Neural Information Processing Systems (NIPS), 2014.
    [poster]

  8. Large-scale Multi-label Learning with Missing Labels,
    31st International Conference on Machine Learning (ICML), 2014.
    (prepared by Hsiang-Fu Yu)
    [poster]

  9. On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions,
    30th International Conference on Machine Learning (ICML), 2013.
    [poster]

  10. Supervised Learning with Similarity Functions,
    26th Annual Conference on Neural Information Processing Systems (NIPS), 2012.
    [poster]

  11. Random Feature Maps for Dot Product Kernels,
    15th International Conference on Artificial Intelligence and Statistics (AISTATS), 2012.
    [poster]

  12. Similarity-based Learning via Data driven Embeddings,
    25th Annual Conference on Neural Information Processing Systems (NIPS), 2011.
    [poster]

  13. Random Projection Trees Revisited,
    24th Annual Conference on Neural Information Processing Systems (NIPS), 2010.
    [poster]