Anshumali Shrivastava

According to our database1, Anshumali Shrivastava authored at least 38 papers between 2011 and 2019.

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Bibliography

2019
Learning Feasibility for Task and Motion Planning in Tabletop Environments.
IEEE Robotics and Automation Letters, 2019

Using Local Experiences for Global Motion Planning.
Proceedings of the International Conference on Robotics and Automation, 2019

Compressing Gradient Optimizers via Count-Sketches.
Proceedings of the 36th International Conference on Machine Learning, 2019

Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS).
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Training 100, 000 Classes on a Single Titan X in 7 Hours or 15 Minutes with 25 Titan Xs.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Arrays of (locality-sensitive) Count Estimators (ACE): Anomaly Detection on the Edge.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Densified Winner Take All (WTA) Hashing for Sparse Datasets.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search.
Proceedings of the 2018 International Conference on Management of Data, 2018

Probabilistic Blocking with an Application to the Syrian Conflict.
Proceedings of the Privacy in Statistical Databases, 2018

Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

TINET: Learning Invariant Networks via Knowledge Transfer.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

MISSION: Ultra Large-Scale Feature Selection using Count-Sketches.
Proceedings of the 35th International Conference on Machine Learning, 2018

Scalable Estimation via LSH Samplers (LSS).
Proceedings of the 6th International Conference on Learning Representations, 2018

Lsh-Sampling breaks the Computational chicken-and-egg Loop in adaptive stochastic Gradient estimation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Jaccard Affiliation Graph (JAG) Model For Explaining Overlapping Community Behaviors.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Scalable and Sustainable Deep Learning via Randomized Hashing.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

RHash: Robust Hashing via L_infinity-norm Distortion.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Optimal Densification for Fast and Accurate Minwise Hashing.
Proceedings of the 34th International Conference on Machine Learning, 2017

Location detection for navigation using IMUs with a map through coarse-grained machine learning.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
CaPSuLe: A camera-based positioning system using learning.
Proceedings of the 29th IEEE International System-on-Chip Conference, 2016

Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams.
Proceedings of the 2016 International Conference on Management of Data, 2016

Simple and Efficient Weighted Minwise Hashing.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series.
Proceedings of the NIPS 2016 Time Series Workshop, 2016

2015
Asymmetric Minwise Hashing for Indexing Binary Inner Products and Set Containment.
Proceedings of the 24th International Conference on World Wide Web, 2015

Improved Asymmetric Locality Sensitive Hashing (ALSH) for Maximum Inner Product Search (MIPS).
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

2014
Improved Densification of One Permutation Hashing.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS).
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Densifying One Permutation Hashing via Rotation for Fast Near Neighbor Search.
Proceedings of the 31th International Conference on Machine Learning, 2014

Coding for Random Projections.
Proceedings of the 31th International Conference on Machine Learning, 2014

A new space for comparing graphs.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

In Defense of Minhash over Simhash.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013
Beyond Pairwise: Provably Fast Algorithms for Approximate k-Way Similarity Search.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

b-bit minwise hashing in practice.
Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

2012
Query spelling correction using multi-task learning.
Proceedings of the 21st World Wide Web Conference, 2012

GPU-based minwise hashing: GPU-based minwise hashing.
Proceedings of the 21st World Wide Web Conference, 2012

Fast Near Neighbor Search in High-Dimensional Binary Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Fast multi-task learning for query spelling correction.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Hashing Algorithms for Large-Scale Learning.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011


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