Iden

Kalemaj

PhD Student

Boston University

Department of Computer Science

About Me

I am a third year PhD student working under the supervision of Sofya Raskhodnikova at the Department of Computer Science, Boston University. I finished my undergraduate studies at Princeton University in 2018 with a major in Mathematics.

Broadly, I am interested in the design and analysis of algorithms. Recently, my focus is on differentially private algorithms. My previous work studied sublinear-time algorithms for large input objects.

Download my CV

Education

Boston University

PhD Computer Science
September 2019 - Present

Princeton University

BA Mathematics
Class of 2018

Awards

Boston University Dean's Fellowship

2019 - 2020


TCS Women Travel Grant for STOC

2019


Davis United World College Scholar

2014 - 2018

Research & Publications

January
2022

Performative Prediction in a Stateful World

Gavin R. Brown, Shlomi Hod, Iden Kalemaj
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Preliminary version at Neurips Workshop on Consequential Decision Making in Dynamic Environments, 2020, with contributed talk

September
2021

Sublinear-Time Computation in the Presence of Online Erasures

Iden Kalemaj, Sofya Raskhodnikova, Nithin Varma
Innovations in Theoretical Computer Science (ITCS), 2022

June
2021

Isoperimetric Inequalities for Real-Valued Functions with Applications to Monotonicity Testing

Hadley Black, Iden Kalemaj, Sofya Raskhodnikova
Submitted for publication

October
2020

A Critical Appraisal and Recommendations for Cost-Effectiveness Studies of Poly(ADP-Ribose) Polymerase Inhibitors in Advanced Ovarian Cancer

Wei Gao, Dominic Muston, Matthew Monberg, Kimmie McLaurin, Robert Hettle, Elizabeth Szamreta, Elyse Swallow, Su Zhang, Iden Kalemaj, James Signorovitch, Robert Brett McQueen
PharmacoEconomics

October
2020

Cost-Effectiveness Analysis of Olaparib as a Maintenance Monotherapy for Patients with Newly Diagnosed Advanced Ovarian Cancer and a BRCA1/2 Mutation: A United States payer perspective

Dominic RG Muston, Matthew J Monberg, Kimmie McLaurin, Alfred Sackeyfio, Robert Hettle, James Signorovitch, Elyse Swallow, Wei Gao, Su Zhang, Iden Kalemaj, Kathleen N Moore
Gynecologic Oncology

October
2020

Projection of Long-Term Overall Survival Among Patients with Newly Diagnosed Advanced Ovarian Cancer and a BRCA1/2 Mutation

Dominic RG Muston, Matthew J Monberg, Kimmie McLaurin, Alfred Sackeyfio, Robert Hettle, James Signorovitch, Elyse Swallow, Wei Gao, Su Zhang, Iden Kalemaj, Kathleen N Moore
Gynecologic Oncology

Teaching

Probability in Computing

Teaching Assistant

Boston University, CS237
Fall 2020

Theory of Computation

Grader

Boston University, CS332
Spring 2020

Talks

Sublinear-Time Computation in the Presence of Online Erasures

Poster at Workshop on Local Algorithms (June 2021)

Poster at Workshop on Algorithms for Large Data (August 2021)

Talk at Boston University (November 2021)

Isoperimetric Inequalities for Real-Valued Functions with Applications to Monotonicity Testing

Talk at MIT (November 2020)

Talk at Boston University (November 2020)

Performative Prediction in a Stateful World

Talk at Neurips Workshop on Consequential Decision Making in Dynamic Environments (December 2020)

Poster at Women in Data Science Cambridge Conference (March 2021)

Talk at Yahoo Research (December 2021)