activity
20182021
most citedLearning from weakly dependent data under Dobrushin's condition

5 citations · 5 across the 3 of their papers we have counts for

collaborators

6 papers

cs.GT2021

Nash Equilibria of The Multiplayer Colonel Blotto Game on Arbitrary Measure Spaces

Siddhartha Jayanti

The Colonel Blotto Problem proposed by Borel in 1921 has served as a widely applicable model of budget-constrained simultaneous winner-take-all competitions in the social sciences.…

cs.DC2020

Concurrent Disjoint Set Union

Siddhartha V. Jayanti, Robert E. Tarjan

We develop and analyze concurrent algorithms for the disjoint set union (union-find) problem in the shared memory, asynchronous multiprocessor model of computation, with CAS (compa…

cs.LG20195 cited

Learning from weakly dependent data under Dobrushin's condition

Yuval Dagan, Constantinos Daskalakis, Nishanth Dikkala +1

Statistical learning theory has largely focused on learning and generalization given independent and identically distributed (i.i.d.) samples. Motivated by applications involving t…

cs.DC2019

A Recoverable Mutex Algorithm with Sub-logarithmic RMR on Both CC and DSM

Prasad Jayanti, Siddhartha Jayanti, Anup Joshi

In light of recent advances in non-volatile main memory technology, Golab and Ramaraju reformulated the traditional mutex problem into the novel {\em Recoverable Mutual Exclusion}…

cs.LG2018

HOGWILD!-Gibbs can be PanAccurate

Constantinos Daskalakis, Nishanth Dikkala, Siddhartha Jayanti

Asynchronous Gibbs sampling has been recently shown to be fast-mixing and an accurate method for estimating probabilities of events on a small number of variables of a graphical mo…

cs.DC2018

Constant Amortized RMR Complexity Deterministic Abortable Mutual Exclusion Algorithm for CC and DSM Models

Prasad Jayanti, Siddhartha Jayanti

The abortable mutual exclusion problem was introduced by Scott and Scherer to meet a need that arises in database and real time systems, where processes sometimes have to abandon t…