Anshumali Shrivastava
发表
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix
pdf
Reinhard Heckel,
Aditya Desai,
Zhenwei Dai,
2020,
ArXiv.
Training Logistic Regression and SVM on 200GB Data Using b-Bit Minwise Hashing and Comparisons with Vowpal Wabbit (VW)
pdf
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2011,
ArXiv.
Lsh-Sampling breaks the Computational chicken-and-egg Loop in adaptive stochastic Gradient estimation
pdf
Anshumali Shrivastava,
Yingchen Xu,
Beidi Chen,
2018,
ICLR.
Anshumali Shrivastava,
Tharun Medini,
Qixuan Huang,
2019,
NeurIPS 2019.
Learning Sampling Distributions Using Local 3D Workspace Decompositions for Motion Planning in High Dimensions
pdf
Lydia E. Kavraki,
Anshumali Shrivastava,
Constantinos Chamzas,
2020,
ArXiv.
Seongsoo Hong,
Anshumali Shrivastava,
2016
.
Anshumali Shrivastava,
Tharun Medini,
Shabnam Daghaghi,
2019,
ArXiv.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
UAI.
Anshumali Shrivastava,
2018,
WWW.
RAMBO: Repeated And Merged Bloom Filter for Multiple Set Membership Testing (MSMT) in Sub-linear time
pdf
Anshumali Shrivastava,
Gaurav Gupta,
Tharun Medini,
2019,
ArXiv.
Anshumali Shrivastava,
Beidi Chen,
2016,
ArXiv.
Ping Li,
Anshumali Shrivastava,
2014,
ArXiv.
Anshumali Shrivastava,
Benjamin Coleman,
Anshumali Shrivastava,
2019,
WWW.
Vivek Sarkar,
He Jiang,
Anshumali Shrivastava,
2018,
NeurIPS.
Anshumali Shrivastava,
Anshumali Shrivastava,
2015
.
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2012,
WWW.
Alexander J. Smola,
Bernhard Schölkopf,
Louis Abraham,
2020,
ArXiv.
Anshumali Shrivastava,
Beidi Chen,
Jonathan Li,
2020,
ArXiv.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
AISTATS.
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2012
.
Accelerating Dependency Graph Learning from Heterogeneous Categorical Event Streams via Knowledge Transfer
pdf
Chen Luo,
Lu-An Tang,
Anshumali Shrivastava,
2017,
ArXiv.
Ping Li,
Michael Mitzenmacher,
Anshumali Shrivastava,
2013,
ICML.
Anshumali Shrivastava,
Yiqiu Wang,
Junghee Ryu,
2017,
SIGMOD Conference.
Richard G Baraniuk,
Anshumali Shrivastava,
Benjamin Coleman,
2020,
ICML.
Anshumali Shrivastava,
Beidi Chen,
Tharun Medini,
2020,
ArXiv.
b-Bit Minwise Hashing in Practice: Large-Scale Batch and Online Learning and Using GPUs for Fast Preprocessing with Simple Hash Functions
pdf
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2012,
ArXiv.
Anshumali Shrivastava,
Zichang Liu,
Li Chou,
2020,
ArXiv.
Farinaz Koushanfar,
Dan S. Wallach,
Anshumali Shrivastava,
2016,
IACR Cryptol. ePrint Arch..
Ping Li,
Anshumali Shrivastava,
2013,
NIPS.
Rebecca C. Steorts,
Anshumali Shrivastava,
Peter Sadosky,
2015,
ArXiv.
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2013,
Internetware.
Ping Li,
Anshumali Shrivastava,
2014,
ArXiv.
Richard G. Baraniuk,
Andrew S. Lan,
Anshumali Shrivastava,
2017,
IJCAI 2017.
Gaurav Gupta,
Anshumali Shrivastava,
Tharun Medini,
2019
.
Farinaz Koushanfar,
Dan S. Wallach,
Anshumali Shrivastava,
2016,
ArXiv.
Anshumali Shrivastava,
Beidi Chen,
Tharun Medini,
2020,
ArXiv.
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems
pdf
Anshumali Shrivastava,
Beidi Chen,
Tharun Medini,
2019,
MLSys.
Junzhao Du,
Anshumali Shrivastava,
Lin Zhong,
2019,
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
Chen Luo,
Anshumali Shrivastava,
Anshumali Shrivastava,
2016,
NIPS Time Series Workshop.
Jieping Ye,
Chen Luo,
Lu-An Tang,
2018,
KDD.
Zhenwei Dai,
Anshumali Shrivastava,
Anshumali Shrivastava,
2019,
NeurIPS.
Chen Luo,
Anshumali Shrivastava,
Anshumali Shrivastava,
2018,
ArXiv.
Xu Sun,
Ping Li,
Anshumali Shrivastava,
2012,
WWW.
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2011
.
Anshumali Shrivastava,
Beidi Chen,
2018,
UAI.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
ArXiv.
Anshumali Shrivastava,
Benjamin Coleman,
Anshumali Shrivastava,
2020,
ArXiv.
Anshumali Shrivastava,
Ryan Spring,
Anshumali Shrivastava,
2016,
KDD.
Xu Sun,
Ping Li,
Anshumali Shrivastava,
2012,
CIKM '12.
Anshumali Shrivastava,
Ryan Spring,
2020,
IJCAI.
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network
pdf
Lin Zhong,
Sicong Liu,
Junzhao Du,
2019,
1901.08730.
Anshumali Shrivastava,
Tharun Medini,
Shabnam Daghaghi,
2019
.
Chen Luo,
Soonhyun Noh,
Seongsoo Hong,
2017,
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017.
Anshumali Shrivastava,
Tharun Medini,
Qixuan Huang,
2019,
NeurIPS.
Anshumali Shrivastava,
Ryan Spring,
2018,
ICLR.
Anshumali Shrivastava,
Yingchen Xu,
Beidi Chen,
2019,
NeurIPS.
Anshumali Shrivastava,
Anshumali Shrivastava,
2017,
ICML.
Lydia E. Kavraki,
Anshumali Shrivastava,
Constantinos Chamzas,
2019,
2019 International Conference on Robotics and Automation (ICRA).
FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints
pdf
Anastasios Kyrillidis,
Moshe Y. Vardi,
Anshumali Shrivastava,
2019,
AAAI.
Anshumali Shrivastava,
Ben Coleman,
John Chen,
2019,
AAAI.
Anshumali Shrivastava,
Gaurav Gupta,
Benjamin Coleman,
2019
.
Richard G. Baraniuk,
Anshumali Shrivastava,
Benjamin Coleman,
2019,
ArXiv.
Anshumali Shrivastava,
Tharun Medini,
Shabnam Daghaghi,
2019
.
Rebecca C. Steorts,
Anshumali Shrivastava,
Anshumali Shrivastava,
2018,
PSD.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
UAI.
Anshumali Shrivastava,
Todd J. Treangen,
Benjamin Coleman,
2019,
bioRxiv.
Anshumali Shrivastava,
Anshumali Shrivastava,
2016,
ArXiv.
Anshumali Shrivastava,
Tharun Medini,
Shabnam Daghaghi,
2019,
ViGIL@NeurIPS.
Chen Luo,
Anshumali Shrivastava,
Anshumali Shrivastava,
2018,
WWW.
Rebecca C. Steorts,
Anshumali Shrivastava,
Beidi Chen,
2017,
The Annals of Applied Statistics.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2015,
WWW.
Chen Luo,
Anshumali Shrivastava,
Anshumali Shrivastava,
2018,
AAAI.
Anastasios Kyrillidis,
Anshumali Shrivastava,
Vijai Mohan,
2019,
ICML.
Anshumali Shrivastava,
Tharun Medini,
Xun Luan,
2018
.
Ping Li,
Arnd Christian König,
Anshumali Shrivastava,
2011,
NIPS.
Arrays of (locality-sensitive) Count Estimators (ACE): High-Speed Anomaly Detection via Cache Lookups
pdf
Chen Luo,
Anshumali Shrivastava,
Anshumali Shrivastava,
2017,
ArXiv.
Anshumali Shrivastava,
Tharun Medini,
Anshumali Shrivastava,
2018
.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
ICML.
Anshumali Shrivastava,
Gaurav Gupta,
Benjamin Coleman,
2020,
ArXiv.
Lydia E. Kavraki,
Neil T. Dantam,
Anshumali Shrivastava,
2019,
IEEE Robotics and Automation Letters.
Anshumali Shrivastava,
Tharun Medini,
Xun Luan,
2018
.
Richard G. Baraniuk,
Andrew S. Lan,
Anshumali Shrivastava,
2017,
IJCAI.
Anshumali Shrivastava,
Tharun Medini,
Qixuan Huang,
2018,
ArXiv.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
NIPS.
Ping Li,
Anshumali Shrivastava,
Ping Li,
2014,
2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014).
Anshumali Shrivastava,
Nicholas Meisburger,
Anshumali Shrivastava,
2020
.
Ping Li,
Michael Mitzenmacher,
Anshumali Shrivastava,
2014,
ArXiv.
Richard G. Baraniuk,
Anshumali Shrivastava,
Gautam Dasarathy,
2018,
ICML.
Richard G. Baraniuk,
Andrew S. Lan,
Anshumali Shrivastava,
2016,
ArXiv.
A New Unbiased and Efficient Class of LSH-Based Samplers and Estimators for Partition Function Computation in Log-Linear Models
pdf
Anshumali Shrivastava,
Ryan Spring,
Anshumali Shrivastava,
2017,
ArXiv.
Ping Li,
Michael Mitzenmacher,
Anshumali Shrivastava,
2016,
ArXiv.
Anshumali Shrivastava,
Anshumali Shrivastava,
2016,
NIPS.
Anima Anandkumar,
Anshumali Shrivastava,
Beidi Chen,
2019,
ICML.
Farinaz Koushanfar,
Anshumali Shrivastava,
M. Sadegh Riazi,
2016,
1612.01835.
Chen Luo,
Anshumali Shrivastava,
Anshumali Shrivastava,
2018,
2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).
Ping Li,
Anshumali Shrivastava,
Ping Li,
2012,
ECML/PKDD.
Chen Luo,
Soonhyun Noh,
Seongsoo Hong,
2016,
2016 29th IEEE International System-on-Chip Conference (SOCC).
Distributed Tera-Scale Similarity Search with MPI: Provably Efficient Similarity Search over billions without a Single Distance Computation
pdf
Anshumali Shrivastava,
Nicholas Meisburger,
Anshumali Shrivastava,
2020,
ArXiv.
Arnd Christian König,
Anshumali Shrivastava,
Mikhail Bilenko,
2016,
SIGMOD Conference.
Aditya Desai,
Anshumali Shrivastava,
Zhaozhuo Xu,
2021,
ArXiv.
Anshumali Shrivastava,
Benjamin Coleman,
Zichang Liu,
2021,
ArXiv.
Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems
pdf
Aditya Desai,
Anshumali Shrivastava,
Kuangyuan Sun,
2021,
ArXiv.
Reinhard Heckel,
Aditya Desai,
Anshumali Shrivastava,
2021,
SIGMOD Conference.
Anshumali Shrivastava,
Beidi Chen,
Tharun Medini,
2020,
ICML.
Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks
pdf
Anshumali Shrivastava,
Yuxin Tang,
Zhenwei Dai,
2021,
ArXiv.
Anshumali Shrivastava,
Tharun Medini,
Shabnam Daghaghi,
2021,
UAI.
Anshumali Shrivastava,
Benjamin Coleman,
Joshua Engels,
2021,
NeurIPS.
Anshumali Shrivastava,
Tharun Medini,
Gaurav Gupta,
2021,
ArXiv.
Santiago Segarra,
Anshumali Shrivastava,
Benjamin Coleman,
2021,
NeurIPS.
Moshe Y. Vardi,
Anshumali Shrivastava,
Anastasios Kyrillidis,
2021,
Artif. Intell..
Anshumali Shrivastava,
Zhaozhuo Xu,
Zhao Song,
2021,
NeurIPS.
Aditya Desai,
Anshumali Shrivastava,
Li Chou,
2021,
ArXiv.
Anshumali Shrivastava,
Tharun Medini,
Todd J. Treangen,
2021,
SIGMOD Conference.
Satellite Images and Deep Learning to Identify Discrepancy in Mailing Addresses with Applications to Census 2020 in Houston
pdf
Anshumali Shrivastava,
Beidi Chen,
Zhaozhuo Xu,
2021,
ArXiv.
Pedro Reviriego,
Anshumali Shrivastava,
Zhenwei Dai,
2021,
2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR).
Anshumali Shrivastava,
Zhuang Wang,
Zichang Liu,
2021,
ECML/PKDD.
Tri Dao,
Anshumali Shrivastava,
Beidi Chen,
2021,
ICLR.
Lydia E. Kavraki,
Anshumali Shrivastava,
Constantinos Chamzas,
2020,
2021 IEEE International Conference on Robotics and Automation (ICRA).
Aditya Desai,
Anshumali Shrivastava,
Benjamin Coleman,
2021,
ArXiv.
Anshumali Shrivastava,
Zichang Liu,
Li Chou,
2021,
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).
Anshumali Shrivastava,
Zhaozhuo Xu,
Zhao Song,
2021,
ArXiv.
Anshumali Shrivastava,
Zhaozhuo Xu,
Minghao Yan,
2021,
ArXiv.
Anshumali Shrivastava,
Benjamin Coleman,
Anshumali Shrivastava,
2021,
CCS.
Anshumali Shrivastava,
Ryan Spring,
2020
.