52 citations · 116 across the 22 of their papers we have counts for
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Omri Ben-Eliezer, Dan Mikulincer, Elchanan Mossel +1
Societal accumulation of knowledge is a complex process. The correctness of new units of knowledge depends not only on the correctness of new reasoning, but also on the correctness…
Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions
Omri Ben-Eliezer, Dan Mikulincer, Ilias Zadik
The last few years have seen a surge of work on high dimensional statistics under privacy constraints, mostly following two main lines of work: the ``worst case'' line, which does…
Noise stability on the Boolean hypercube via a renormalized Brownian motion
Ronen Eldan, Dan Mikulincer, Prasad Raghavendra
We consider a variant of the classical notion of noise on the Boolean hypercube which gives rise to a new approach to inequalities regarding noise stability. We use this approach t…
Size and depth of monotone neural networks: interpolation and approximation
Dan Mikulincer, Daniel Reichman
We study monotone neural networks with threshold gates where all the weights (other than the biases) are non-negative. We focus on the expressive power and efficiency of representa…
Integrality Gaps for Random Integer Programs via Discrepancy
Sander Borst, Daniel Dadush, Dan Mikulincer
We prove new bounds on the additive gap between the value of a random integer program with constraints and that of its linear programming…
On the Lipschitz properties of transportation along heat flows
Dan Mikulincer, Yair Shenfeld
We prove new Lipschitz properties for transport maps along heat flows, constructed by Kim and Milman. For (semi)-log-concave measures and Gaussian mixtures, our bounds have several…