Researcher interests: Machine learning: theory, algorithms, and applications. (Machine learning algorithm = a software that automatically interacts with the world and deduces prediction rules based on this interaction.) (Deep Learning)
DEPARTMENT: Computer Science
Contact Business Development: Anna Pellivert

Selected Publications

shai shalevshwartz, shaked shammah, Shai Shalev-Shwartz, Amnon Shashua
vision zero on a provable method for eliminating roadway accidents without compromising traffic throughput (2019)| arXiv preprint arXiv:1901.05022| Read more
eran malach, shai shalevshwartz, Shai Shalev-Shwartz
is deeper better only when shallow is good (2019)| arXiv preprint arXiv:1903.03488| Read more
eran malach, shai shalevshwartz, Shai Shalev-Shwartz
provable guarantees on learning hierarchical generative models with deep cnns (2018)| | Read more
eran malach, shai shalevshwartz, Shai Shalev-Shwartz, yonathan fiat
decoupling gating from linearity (2018)| | Read more
aviad cohen, barak cohen, david huberman, dor eagleberg, gideon stein, levi bellaiche, nir benzrihem, ofer fridman, shai shalevshwartz, shaked shammah, Shai Shalev-Shwartz, Amnon Shashua, yoav taieb, yoram gdalyahu
trained navigational system with imposed constraints (2018)| | Read more
andras ferencz, aran reisman, daniel braunstein, david huberman, gaby hayon, gideon stein, igor tubis, levi bellaiche, ofer springer, ori buberman, sergey rubinsky, shai shalevshwartz, Shai Shalev-Shwartz, Amnon Shashua, yoav taieb, yoram gdalyahu, yuval aviel
mapa esparso para navegacao de veiculos autonomos (2018)| | Read more
shai shalevshwartz, shaked shammah, Shai Shalev-Shwartz, Amnon Shashua
trajectory selection for an autonomous vehicle (2018)| | Read more
alon brutzkus, Amir Globerson, eran malach, shai shalevshwartz, Shai Shalev-Shwartz
sgd learns over parameterized networks that provably generalize on linearly separable data (2018)| international conference on learning representations| Read more
shai shalevshwartz, shaked shammah, Shai Shalev-Shwartz, Amnon Shashua
machine learning navigational engine with imposed constraints (2018)| | Read more
alon gonen, shai shalevshwartz, Shai Shalev-Shwartz
average stability is invariant to data preconditioning implications to exp concave empirical risk minimization (2018)| Journal of Machine Learning Research| Read more

Contact for more information:

Anna Pellivert
Manager BD
+972-2-6586697
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