Harsha Simhadri

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang

2024 The Web Conference | May 2024

Publication PDF Télécharger

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain

NeurIPS 2020 | November 2020

Publication Projet Projet

DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node

Suhas Jayaram Subramanya, Devvrit, Rohan Kadekodi, Ravishankar Krishnaswamy, Harsha Simhadri

NeurIPS 2019 | November 2019

PDF Github Projet

Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices

D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain

NeurIPS 2019 | November 2019

PDF Projet

GesturePod: Enabling on-device gesture-based interaction for white cane users

Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

ACM Symposium on User Interface Software and Technology | October 2019

Publication

BLAS-on-flash : An Efficient Alternative for Large Scale ML Training and Inference?

Harsha Simhadri, Suhas Jayaram Subramanya, Srajan Garg, Anil Kag, B. Venkatesh

NSDI | February 2019

Publication

Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices

Don Kurian Dennis, Chirag Pabbaraju, Harsha Simhadri, Prateek Jain

NeurIPS 2018 | October 2018

Publication PDF Github Projet Projet

GesturePod: Gesture-based Interaction Cane for People with Visual Impairments

Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

MSR-TR-2018-14 | May 2018

Publié par Microsoft

Publication Projet

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain

International Conference on Machine Learning, Sydney | February 2017

Publication Projet Projet

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain

NeurIPS 2020 | November 2020

Publication Projet Projet

Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices

D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain

NeurIPS 2019 | November 2019

PDF Projet

GesturePod: Enabling on-device gesture-based interaction for white cane users

Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

ACM Symposium on User Interface Software and Technology | October 2019

Publication

Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices

Don Kurian Dennis, Chirag Pabbaraju, Harsha Simhadri, Prateek Jain

NeurIPS 2018 | October 2018

Publication PDF Github Projet Projet

GesturePod: Gesture-based Interaction Cane for People with Visual Impairments

Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

MSR-TR-2018-14 | May 2018

Publié par Microsoft

Publication Projet

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain

International Conference on Machine Learning, Sydney | February 2017

Publication Projet Projet

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang

2024 The Web Conference | May 2024

Publication PDF Télécharger

Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices

D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain

NeurIPS 2019 | November 2019

PDF Projet

BLAS-on-flash : An Efficient Alternative for Large Scale ML Training and Inference?

Harsha Simhadri, Suhas Jayaram Subramanya, Srajan Garg, Anil Kag, B. Venkatesh

NSDI | February 2019

Publication

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang

2024 The Web Conference | May 2024

Publication PDF Télécharger

DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node

Suhas Jayaram Subramanya, Devvrit, Rohan Kadekodi, Ravishankar Krishnaswamy, Harsha Simhadri

NeurIPS 2019 | November 2019

PDF Github Projet

GesturePod: Enabling on-device gesture-based interaction for white cane users

Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

ACM Symposium on User Interface Software and Technology | October 2019

Publication

BLAS-on-flash : An Efficient Alternative for Large Scale ML Training and Inference?

Harsha Simhadri, Suhas Jayaram Subramanya, Srajan Garg, Anil Kag, B. Venkatesh

NSDI | February 2019

Publication

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain

NeurIPS 2020 | November 2020

Publication Projet Projet

GesturePod: Gesture-based Interaction Cane for People with Visual Impairments

Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

MSR-TR-2018-14 | May 2018

Publié par Microsoft

Publication Projet

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang

2024 The Web Conference | May 2024

Publication PDF Télécharger

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain

NeurIPS 2020 | November 2020

Publication Projet Projet

Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices

D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain

NeurIPS 2019 | November 2019

PDF Projet

DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node

Suhas Jayaram Subramanya, Devvrit, Rohan Kadekodi, Ravishankar Krishnaswamy, Harsha Simhadri

NeurIPS 2019 | November 2019

PDF Github Projet

GesturePod: Enabling on-device gesture-based interaction for white cane users

Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

ACM Symposium on User Interface Software and Technology | October 2019

Publication

BLAS-on-flash : An Efficient Alternative for Large Scale ML Training and Inference?

Harsha Simhadri, Suhas Jayaram Subramanya, Srajan Garg, Anil Kag, B. Venkatesh

NSDI | February 2019

Publication

Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices

Don Kurian Dennis, Chirag Pabbaraju, Harsha Simhadri, Prateek Jain

NeurIPS 2018 | October 2018

Publication PDF Github Projet Projet

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

Ankit Gupta, Chirag GuptaArun Sai Suggala, Ankit Gupta, Harsha Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain

International Conference on Machine Learning, Sydney | February 2017

Publication Projet Projet

GesturePod: Gesture-based Interaction Cane for People with Visual Impairments

Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain

MSR-TR-2018-14 | May 2018

Publié par Microsoft

Publication Projet