Dhruv Madeka

Amazon, Amazon

Joined

September 2020

Names

Dhruv Madeka (Preferred)

Emails

****@bu.edu (Confirmed)

Personal Links

Career & Education History

Amazon

Amazon (amazon.com)

2017 – Present

Bloomberg

Bloomberg (bloomberg.com)

2014 – 2017

MS student

Boston University (bu.edu)

2012 – 2014

Advisors, Relations & Conflicts

Social

2020 – 2021

Coauthor

2017 – 2021

Expertise

No areas of expertise listed

Publications

Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Wenda Xu, Rujun Han, Zifeng Wang, Long Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
- ICLR 2025 Poster
- Readers: Everyone
Scaling Laws for Imitation Learning in Single-Agent Games
Jens Tuyls, Dhruv Madeka, Kari Torkkola, Dean Foster, Karthik R Narasimhan, Sham M. Kakade
- Accepted by TMLR
- Readers: Everyone
Meta-Analysis of Randomized Experiments with Applications to Heavy-Tailed Response Data
Nilesh Tripuraneni, Dominique Perrault-Joncas, Dhruv Madeka, Dean Foster, Michael Jordan
- HeavyTails 2023
- Readers: Everyone
A Study on the Calibration of In-context Learning
Hanlin Zhang, YiFan Zhang, Yaodong Yu, Dhruv Madeka, Dean Foster, Eric P. Xing, Himabindu Lakkaraju, Sham M. Kakade
- ICBINB 2023
- Readers: Everyone
Scaling Laws for Imitation Learning in Single-Agent Games
Jens Tuyls, Dhruv Madeka, Kari Torkkola, Dean Foster, Karthik R Narasimhan, Sham M. Kakade
- Submitted to ICLR 2024
- Readers: Everyone
Learning an Inventory Control Policy with General Inventory Arrival Dynamics
Sohrab Andaz, Randy Jia, Carson Eisenach, Dhruv Madeka, Kari Torkkola, Dean Foster, Sham M. Kakade
- Submitted to ICLR 2024
- Readers: Everyone
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
Philip Amortila, Nan Jiang, Dhruv Madeka, Dean Foster
- Published: 31 Oct 2022, Last Modified: 22 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention
Carson Eisenach, Yagna Patel, Dhruv Madeka
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention
Carson Eisenach, Yagna Patel, Dhruv Madeka
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention
Carson Eisenach, Yagna Patel, Dhruv Madeka
- 2020 (modified: 31 Mar 2022)
- CoRR 2020
- Readers: Everyone

View all 12 publications

Co-Authors

View all 31 co-authors