15 citations · 19 across the 5 of their papers we have counts for
7 papers
DNF-Net: A Neural Architecture for Tabular Data
Ami Abutbul, Gal Elidan, Liran Katzir +1
A challenging open question in deep learning is how to handle tabular data. Unlike domains such as image and natural language processing, where deep architectures prevail, there is…
Majority Voting and the Condorcet's Jury Theorem
Hanan Shteingart, Eran Marom, Igor Itkin +4
There is a striking relationship between a three hundred years old Political Science theorem named "Condorcet's jury theorem" (1785), which states that majorities are more likely t…
Detecting Deficient Coverage in Colonoscopies
Daniel Freedman, Yochai Blau, Liran Katzir +8
Colonoscopy is the tool of choice for preventing Colorectal Cancer, by detecting and removing polyps before they become cancerous. However, colonoscopy is hampered by the fact that…
MTS Sketch for Accurate Estimation of Set-Expression Cardinalities from Small Samples
Reuven Cohen, Liran Katzir, Aviv Yehezkel
Sketch-based streaming algorithms allow efficient processing of big data. These algorithms use small fixed-size storage to store a summary ("sketch") of the input data, and use pro…
A Minimal Variance Estimator for the Cardinality of Big Data Set Intersection
Reuven Cohen, Liran Katzir, Aviv Yehezkel
In recent years there has been a growing interest in developing "streaming algorithms" for efficient processing and querying of continuous data streams. These algorithms seek to pr…
Cardinality Estimation Meets Good-Turing
Reuven Cohen, Liran Katzir, Aviv Yehezkel
Cardinality estimation algorithms receive a stream of elements whose order might be arbitrary, with possible repetitions, and return the number of distinct elements. Such algorithm…
Hierarchical Composable Optimization of Web Pages
Ronen Barenboim, Edward Bortnikov, Nadav Golbandi +6
The process of creating modern Web media experiences is challenged by the need to adapt the content and presentation choices to dynamic real-time fluctuations of user interest acro…