activity
19972023
most citedShape-Based Approach to Household Load Curve Clustering and Prediction

169 citations · 228 across the 13 of their papers we have counts for

collaborators

14 papers

cs.LO2023★ 1 cited

Satisfiability.jl: Satisfiability Modulo Theories in Julia

Emiko Soroka, Mykel J. Kochenderfer, Sanjay Lall

Satisfiability modulo theories (SMT) is a core tool in formal verification. While the SMT-LIB specification language can be used to interact with theorem proving software, a high-l…

stat.AP2023

Optimal Dorfman Group Testing for Symmetric Distributions

Nicholas C. Landolfi, Sanjay Lall

We study Dorfman's classical group testing protocol in a novel setting where individual specimen statuses are modeled as exchangeable random variables. We are motivated by infectio…

stat.ME2022

Probabilistic Modeling Using Tree Linear Cascades

Nicholas C. Landolfi, Sanjay Lall

We introduce tree linear cascades, a class of linear structural equation models for which the error variables are uncorrelated but need not be Gaussian nor independent. We show tha…

eess.SY2021

Resistance Distance and Control Performance for bittide Synchronization

Sanjay Lall, Calin Cascaval, Martin Izzard +1

We discuss control of bittide distributed systems, which are designed to provide logical synchronization between networked machines by observing data flow rates between adjacent sy…

eess.SY2021

Modeling and Control of bittide Synchronization

Sanjay Lall, Calin Cascaval, Martin Izzard +1

Distributed system applications rely on a fine-grain common sense of time. Existing systems maintain the common sense of time by keeping each independent machine as close as possib…

stat.ML2017★ 169 cited

Shape-Based Approach to Household Load Curve Clustering and Prediction

Thanchanok Teeraratkul, Daniel O'Neill, Sanjay Lall

Consumer Demand Response (DR) is an important research and industry problem, which seeks to categorize, predict and modify consumer's energy consumption. Unfortunately, traditional…