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20072026
most citedBilinear Classes: A Structural Framework for Provable Generalization in RL

20 citations · 164 across the 63 of their papers we have counts for

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Showing 2018Show all

6 papers · 1 filter

cs.CC2018★ 1 cited

Optimality of Linear Sketching under Modular Updates

Kaave Hosseini, Shachar Lovett, Grigory Yaroslavtsev

We study the relation between streaming algorithms and linear sketching algorithms, in the context of binary updates. We show that for inputs in dimensions, the existence of ef…

math.OC2018

A Method for Quickly Bounding the Optimal Objective Value of an OPF Problem using a Semidefinite Relaxation and a Local Solution

Alireza Barzegar, Daniel K. Molzahn, Rong Su

Optimal power flow (OPF) is an important problem in the operation of electric power systems. Due to the OPF problem's non-convexity, there may exist multiple local optima. Certifia…

math.CO2018★ 13 cited

The analytic rank of tensors and its applications

Shachar Lovett

The analytic rank of a tensor, first defined by Gowers and Wolf in the context of higher-order Fourier analysis, is defined to be the logarithm of the bias of the tensor. We prove…

cs.CG2018★ 4 cited

Generalized comparison trees for point-location problems

Daniel M Kane, Shachar Lovett, Shay Moran

Let be an arbitrary family of hyper-planes in -dimensions. We show that the point-location problem for can be solved by a linear decision tree that only uses a special t…

cs.CC2018★ 3 cited

Torus polynomials: an algebraic approach to ACC lower bounds

Abhishek Bhrushundi, Kaave Hosseini, Shachar Lovett +1

We propose an algebraic approach to proving circuit lower bounds for ACC0 by defining and studying the notion of torus polynomials. We show how currently known polynomial-based app…

cs.DM2018

MDS matrices over small fields: A proof of the GM-MDS conjecture

Shachar Lovett

An MDS matrix is a matrix whose minors all have full rank. A question arising in coding theory is what zero patterns can MDS matrices have. There is a natural combinatorial charact…