Sandeep Juneja

About Sandeep Juneja

Sandeep Juneja, With an exceptional h-index of 28 and a recent h-index of 17 (since 2020), a distinguished researcher at Tata Institute of Fundamental Research, specializes in the field of Applied probability, sequential learning, simulation theory, computational finance, games in queues.

His recent articles reflect a diverse array of research interests and contributions to the field:

Optimal Top-Two Method for Best Arm Identification and Fluid Analysis

Comparing skill of historical rainfall data based monsoon rainfall prediction in India with NCEP-NWP forecasts

Game of arrivals at a two queue network with heterogeneous customer routes

Best arm identification in rare events

Optimal Best-Arm Identification in Bandits with Access to Offline Data

Shift, scale and restart smaller models to estimate larger ones: Agent based simulators in epidemiology

Learning to Ask the Right Questions: A Multi-armed Bandits Approach

Asymptotically Optimal Adaptive A/B tests for Average Treatment Effect

Sandeep Juneja Information

University

Position

___

Citations(all)

2989

Citations(since 2020)

1101

Cited By

2275

hIndex(all)

28

hIndex(since 2020)

17

i10Index(all)

54

i10Index(since 2020)

25

Email

University Profile Page

Tata Institute of Fundamental Research

Google Scholar

View Google Scholar Profile

Sandeep Juneja Skills & Research Interests

Applied probability

sequential learning

simulation theory

computational finance

games in queues

Top articles of Sandeep Juneja

Title

Journal

Author(s)

Publication Date

Optimal Top-Two Method for Best Arm Identification and Fluid Analysis

arXiv preprint arXiv:2403.09123

Agniv Bandyopadhyay

Sandeep Juneja

Shubhada Agrawal

2024/3/14

Comparing skill of historical rainfall data based monsoon rainfall prediction in India with NCEP-NWP forecasts

arXiv preprint arXiv:2402.07851

Apoorva Narula

Aastha Jain

Jatin Batra

Sandeep Juneja

2024/2/12

Game of arrivals at a two queue network with heterogeneous customer routes

arXiv preprint arXiv:2310.18149

Agniv Bandyopadhyay

Sandeep Juneja

2023/10/27

Best arm identification in rare events

Anirban Bhattacharjee

Sushant Vijayan

Sandeep Juneja

2023/7/2

Optimal Best-Arm Identification in Bandits with Access to Offline Data

arXiv preprint arXiv:2306.09048

Shubhada Agrawal

Sandeep Juneja

Karthikeyan Shanmugam

Arun Sai Suggala

2023/6/15

Shift, scale and restart smaller models to estimate larger ones: Agent based simulators in epidemiology

ACM SIGMETRICS Performance Evaluation Review

Daksh Mittal

Sandeep Juneja

Shubhada Agrawal

2023/4/27

Learning to Ask the Right Questions: A Multi-armed Bandits Approach

Available at SSRN 4375185

Achal Bassamboo

Vikas Deep

Sandeep Juneja

Assaf Zeevi

2023/3/1

Asymptotically Optimal Adaptive A/B tests for Average Treatment Effect

B tests for Average Treatment Effect (November 24, 2023)

Vikas Deep

Achal Bassamboo

Sandeep Juneja

2023/11/24

Modelling the Delta Covid-19 Wave in Mumbai

Sandeep Juneja

Daksh Mittal

2022/12/11

Exact Optimal Fixed Width Confidence Interval Estimation for the Mean

Vikas Deep

Achal Bassamboo

Sandeep Juneja

Assaf Zeevi

2022/12/11

Agent based simulators for epidemic modelling: Simulating larger models using smaller ones

arXiv preprint arXiv:2209.02887

Daksh Mittal

Sandeep Juneja

Shubhada Agrawal

2022/9/7

Agent based simulators for Covid-19: Simulating larger models using smaller ones

arXiv preprint arXiv:2209.02887

Daksh Mittal

Sandeep Juneja

Shubhada Agrawal

2022/9

Learning the queue arrivals game equilibrium

Queueing Systems

Sandeep Juneja

2022/4

Rejection- and importance-sampling-based perfect simulation for Gibbs hard-sphere models.

Advances in Applied Probability

M. Moka

S.

Juneja

S.

& Mandjes

2021

Potential 3rd COVID Wave in Mumbai: Scenario Analysis

arXiv preprint arXiv:2107.14471

Sandeep Juneja

Daksh Mittal

2021/7/30

Optimal best-arm identification methods for tail-risk measures

and S Juneja S Agrawal

WM Koolen

2021

Modelling the Second Covid-19 Wave in Mumbai

arXiv preprint arXiv:2105.02144

Sandeep Juneja

Daksh Mittal

2021/5/5

Credit risk: Simple closed-form approximate maximum likelihood estimator

Operations Research

Anand Deo

Sandeep Juneja

2021/3

Regret Minimization in Heavy-Tailed Bandits

Shubhada Agrawal

Sandeep Juneja

Wouter M Koolen

2021/2/7

Seroprevalence of SARS-CoV-2 in slums versus non-slums in Mumbai, India

The Lancet Global Health

Anup Malani

Daksha Shah

Gagandeep Kang

Gayatri Nair Lobo

Jayanthi Shastri

...

2021/2/1

See List of Professors in Sandeep Juneja University(Tata Institute of Fundamental Research)

Co-Authors

H-index: 54
Vivek Borkar

Vivek Borkar

Indian Institute of Technology Bombay

H-index: 40
Cheng-Shang Chang

Cheng-Shang Chang

National Tsing Hua University

H-index: 34
L. Jeff Hong

L. Jeff Hong

Fudan University

H-index: 32
Nahum Shimkin

Nahum Shimkin

Technion - Israel Institute of Technology

H-index: 14
Leonardo Rojas Nandayapa

Leonardo Rojas Nandayapa

University of Liverpool

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