Edo Liberty
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
16
Active years
2008–2021
Best venue rank
A*
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | PODS | Relative Error Streaming Quantiles. | Graham Cormode, Zohar S. Karnin, Edo Liberty, Justin Thaler, Pavel Vesel |
| 2020 | RecSys | From the lab to production: A case study of session-based recommendations in the home-improvement domain. | Pigi Kouki, Ilias Fountalis, Nikolaos Vasiloglou, Xiquan Cui, Edo Liberty, Khalifeh Al Jadda |
| 2020 | SIGMOD | Elastic Machine Learning Algorithms in Amazon SageMaker. | Edo Liberty, Zohar S. Karnin, Bing Xiang, Laurence Rouesnel, Baris Coskun, Ramesh Nallapati, Julio Delgado, Amir Sadoughi, Yury Astashonok, Piali Das, Can Balioglu, Saswata Chakravarty, Madhav Jha, Philip Gautier, David Arpin, Tim Januschowski, Valentin Flunkert, Yuyang Wang, Jan Gasthaus, Lorenzo Stella, Syama Sundar Rangapuram, David Salinas, Sebastian Schelter, Alex Smola |
| 2019 | COLT | Discrepancy, Coresets, and Sketches in Machine Learning. | Zohar S. Karnin, Edo Liberty |
| 2019 | ICLR | ProxQuant: Quantized Neural Networks via Proximal Operators. | Yu Bai, Yu-Xiang Wang, Edo Liberty |
| 2017 | IMC | A high-performance algorithm for identifying frequent items in data streams. | Daniel Anderson, Pryce Bevan, Kevin J. Lang, Edo Liberty, Lee Rhodes, Justin Thaler |
| 2016 | ALENEX | An Algorithm for Online K-Means Clustering. | Edo Liberty, Ram Sriharsha, Maxim Sviridenko |
| 2016 | FOCS | Optimal Quantile Approximation in Streams. | Zohar S. Karnin, Kevin J. Lang, Edo Liberty |
| 2016 | ICML | Stratified Sampling Meets Machine Learning. | Edo Liberty, Kevin J. Lang, Konstantin Shmakov |
| 2016 | KDD | Efficient Frequent Directions Algorithm for Sparse Matrices. | Mina Ghashami, Edo Liberty, Jeff M. Phillips |
| 2016 | PODS | Space Lower Bounds for Itemset Frequency Sketches. | Edo Liberty, Michael Mitzenmacher, Justin Thaler, Jonathan R. Ullman |
| 2015 | COLT | Online with Spectral Bounds. | Zohar Shay Karnin, Edo Liberty |
| 2015 | SODA | Online Principal Components Analysis. | Christos Boutsidis, Dan Garber, Zohar Shay Karnin, Edo Liberty |
| 2014 | KDD | Correlation clustering: from theory to practice. | Francesco Bonchi, David Garca-Soriano, Edo Liberty |
| 2013 | KDD | Simple and deterministic matrix sketching. | Edo Liberty |
| 2013 | WSDM | Threading machine generated email. | Nir Ailon, Zohar Shay Karnin, Edo Liberty, Yoelle Maarek |
| 2012 | COLT | Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem. | Zohar Shay Karnin, Edo Liberty, Shachar Lovett, Roy Schwartz, Omri Weinstein |
| 2012 | WWW | Framework and algorithms for network bucket testing. | Liran Katzir, Edo Liberty, Oren Somekh |
| 2011 | ESA | Improved Approximation Algorithms for Bipartite Correlation Clustering. | Nir Ailon, Noa Avigdor-Elgrabli, Edo Liberty, Anke van Zuylen |
| 2011 | KDD | Automatically tagging email by leveraging other users' folders. | Yehuda Koren, Edo Liberty, Yoelle Maarek, Roman Sandler |
| 2011 | WWW | Estimating sizes of social networks via biased sampling. | Liran Katzir, Edo Liberty, Oren Somekh |
| 2011 | WWW | Inverted index compression via online document routing. | Gal Lavee, Ronny Lempel, Edo Liberty, Oren Somekh |
| 2011 | SODA | An Almost Optimal Unrestricted Fast Johnson-Lindenstrauss Transform. | Nir Ailon, Edo Liberty |
| 2010 | ISI | Similarity kernels via bi-clustering for conventional intergovernmental organizations. | Minh Tam Le, John Sweeney, Edo Liberty, Steven W. Zucker |
| 2009 | ICALP | Correlation Clustering Revisited: The "True" Cost of Error Minimization Problems. | Nir Ailon, Edo Liberty |
| 2008 | SODA | Fast dimension reduction using Rademacher series on dual BCH codes. | Nir Ailon, Edo Liberty |