Balakrishnan Murali Narayanaswamy

Joined

March 2018

Names

Balakrishnan Murali Narayanaswamy (Preferred)

Murali Balakrishnan

Balakrishnan Narayanaswamy

Emails

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Amazon (amazon.com)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Rohit Negi

2006 – 2011

Expertise

Online algorithms

Present

Reinforcement learning

Present

Offpolicy learning

Present

Publications

FITNESS : Fine Tune on New and Similar Samples to detect anomalies in Streams with drifts and outliers
Abishek Sankararaman, Murali Balakrishnan, Vikramank Singh, Zhao Song
- 10 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Online Heavy-tailed Change-point detection
Abishek Sankararaman, Murali Balakrishnan
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
C-GATS: Conditional Generation of Anomalous Time Series
Vikramank Singh, Abishek Sankararaman, Murali Balakrishnan, Zhao Song
- 03 Oct 2022 (modified: 05 May 2023)
- Neurips 2022 SyntheticData4ML
- Readers: Everyone
Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning
Kaustubh Sridhar, Vikramank Y. Singh, Balakrishnan Narayanaswamy, Abishek Sankararaman
- 2022 (modified: 24 Dec 2022)
- CoRR 2022
- Readers: Everyone
FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers
Abishek Sankararaman, Balakrishnan Narayanaswamy, Vikramank Y. Singh, Zhao Song
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICML 2022
- Readers: Everyone
Zero-Shot Learning for Joint Intent and Slot Labeling
Rashmi Gangadharaiah, Balakrishnan Narayanaswamy
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
FirePlace: Placing FireCracker virtual machines with hindsight imitation
Bharathan Balaji, Christopher Kakovitch, Murali Balakrishnan
- 13 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
FirePlace: Placing Firecraker Virtual Machines with Hindsight Imitation
Bharathan Balaji, Christopher Kakovitch, Balakrishnan Narayanaswamy
- 2021 (modified: 17 Apr 2023)
- MLSys 2021
- Readers: Everyone
Recursive Template-based Frame Generation for Task Oriented Dialog
Rashmi Gangadharaiah, Balakrishnan Narayanaswamy
- 2020 (modified: 14 Dec 2021)
- ACL 2020
- Readers: Everyone
ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems
Bharathan Balaji, Jordan Bell-Masterson, Enes Bilgin, Andreas C. Damianou, Pablo Moreno Garcia, Arpit Jain, Runfei Luo, Alvaro Maggiar, Balakrishnan Narayanaswamy, Chun Ye
- 2019 (modified: 17 Apr 2023)
- CoRR 2019
- Readers: Everyone

View all 36 publications

Co-Authors

View all 52 co-authors