Harsha Simhadri

Principal Researcher

Publications

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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
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
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 Project

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
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

Published by Microsoft

Publication Project
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 Project Project

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
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

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
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 Project

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

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

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

Published by Microsoft

Publication Project

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 Project Project
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
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

Published by Microsoft

Publication Project

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

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

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 Project

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

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 Project Project
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

Published by Microsoft

Publication Project

Harsha Simhadri

Publications

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

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

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

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

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

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

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

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

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

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

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

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

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

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

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

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

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

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

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

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference

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

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

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

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

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

Contact Harsha Simhadri

Microsoft Research Lab – India

Harsha Simhadri

Publications

Publications by Year

2024

2020

2019

2018

2017

Publications by Research Area

Search and information retrieval

Systems and networking

Algorithms

Artificial intelligence

Computer vision

Human-computer interaction

Publications by Type

Inproceedings (Conference)

Tech Report