Harsha Vardhan Simhadri

发表

Program-centric cost models for locality

Guy E. Blelloch, Phillip B. Gibbons, Jeremy T. Fineman, 2013, MSPC '13.

Word2Sense: Sparse Interpretable Word Embeddings

Chiranjib Bhattacharyya, Harsha Vardhan Simhadri, Abhishek Panigrahi, 2019, ACL.

Towards Optimal and Efficient Perfectly Secure Message Transmission

Matthias Fitzi, Matthew K. Franklin, Harsha Vardhan Simhadri, 2007, TCC.

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices

Prateek Jain, Saurabh Goyal, Manik Varma, 2017, ICML.

Provably Efficient Scheduling of Dynamically Allocating Programs on Parallel Cache Hierarchies

Guy E. Blelloch, Phillip B. Gibbons, Harsha Vardhan Simhadri, 2017, 2017 IEEE 24th International Conference on High Performance Computing (HiPC).

Experimental Analysis of Space-Bounded Schedulers

Guy E. Blelloch, Phillip B. Gibbons, Jeremy T. Fineman, 2016, ACM Trans. Parallel Comput..

DROCC: Deep Robust One-Class Classification

Harsha Vardhan Simhadri, Aditi Raghunathan, Prateek Jain, 2020, ICML.

Low depth cache-oblivious algorithms

Guy E. Blelloch, Phillip B. Gibbons, Harsha Vardhan Simhadri, 2010, SPAA '10.

Brief announcement: the problem based benchmark suite

Guy E. Blelloch, Julian Shun, Phillip B. Gibbons, 2012, SPAA '12.

Write-Avoiding Algorithms

James Demmel, Laura Grigori, Oded Schwartz, 2016, 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

Using Symmetry to Schedule Classical Matrix Multiplication pdf

Harsha Vardhan Simhadri, H. Simhadri, 2015, ArXiv.

RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference pdf

Manik Varma, Harsha Vardhan Simhadri, Prateek Jain, 2020, NeurIPS.

Program-Centric Cost Models for Locality and Parallelism

Harsha Vardhan Simhadri, H. Simhadri, 2013 .

Scheduling irregular parallel computations on hierarchical caches

Guy E. Blelloch, Phillip B. Gibbons, Jeremy T. Fineman, 2011, SPAA '11.

Combinable memory-block transactions

Guy E. Blelloch, Phillip B. Gibbons, Harsha Vardhan Simhadri, 2008, SPAA '08.

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

Harsha Vardhan Simhadri, Rohan Kadekodi, Suhas Jayaram Subramanya, 2019, NeurIPS.

Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices

Venkatesh Saligrama, Prateek Jain, Harsha Vardhan Simhadri, 2019, NeurIPS.

Brief announcement: low depth cache-oblivious sorting

Guy E. Blelloch, Phillip B. Gibbons, Harsha Vardhan Simhadri, 2009, SPAA '09.

Extending the Nested Parallel Model to the Nested Dataflow Model with Provably Efficient Schedulers

Harsha Vardhan Simhadri, Yuan Tang, David Dinh, 2016, SPAA.

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

Prateek Jain, Harsha Vardhan Simhadri, Chirag Pabbaraju, 2018, NeurIPS.

Parallel and I/O efficient set covering algorithms

Guy E. Blelloch, Harsha Vardhan Simhadri, Kanat Tangwongsan, 2012, SPAA '12.

GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users

Prateek Jain, Manik Varma, Harsha Vardhan Simhadri, 2019, UIST.

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

Venkatesh Balasubramanian, Harsha Vardhan Simhadri, Anil Kag, 2019, NSDI.

Experimental analysis of space-bounded schedulers

Guy E. Blelloch, Phillip B. Gibbons, Jeremy T. Fineman, 2014, SPAA.

FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search pdf

Ravishankar Krishnaswamy, Harsha Vardhan Simhadri, Suhas Jayaram Subramanya, 2021, ArXiv.