Automated algorithm design

Robusta

How we build robust-by-design algorithms

Heuristic algorithms power nearly every production system — from scheduling to routing to resource allocation — because exact solutions are intractable. Yet, when inputs deviate from the designers’ base assumptions, these heuristics can collapse and perform poorly. Robusta aims to close this gap and help operators create robust-by-design algorithms.

Robusta generalizes our prior work on MetaOpt, MetaEase*, and XPlain (opens in new tab) from analysis to design.

人员

Behnaz Arzani的肖像

Behnaz Arzani

Principal Researcher

Pantea  Karimi Babaahmadi的肖像

Pantea Karimi Babaahmadi

Research intern

MIT

Siva Kesava Reddy Kakarla的肖像

Siva Kesava Reddy Kakarla

Senior Researcher

Pooria Namyar的肖像

Pooria Namyar

Intern

University of Southern California

Venkat Arun的肖像

Venkat Arun

Assistant Professor

UT Austin

Dany Rouhana的肖像

Dany Rouhana

Principal ML Data Scientist