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Manish Singh
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Fastgrnn: A fast, accurate, stable and tiny kilobyte sized gated recurrent neural network
A Kusupati, M Singh, K Bhatia, A Kumar, P Jain, M Varma
Advances in neural information processing systems 31, 2018
2152018
3D Backscatter Localization for {Fine-Grained} Robotics
Z Luo, Q Zhang, Y Ma, M Singh, F Adib
16th USENIX symposium on networked systems design and implementation (NSDI …, 2019
1282019
Explainable machine learning models of consumer credit risk
R Davis, AW Lo, S Mishra, A Nourian, M Singh, N Wu, R Zhang
Available at SSRN 4006840, 2022
152022
Fine-grained RFID localization via ultra-wideband emulation
Y Ma, N Selby, M Singh, F Adib
Proceedings of the SIGCOMM Posters and Demos, 116-118, 2017
122017
Quantifying the returns of ESG investing: An empirical analysis with six ESG metrics
F Berg, AW Lo, R Rigobon, M Singh, R Zhang
MIT Sloan Research Paper, 2023
92023
Customizing travel packages with interactive composite items
M Singh, RM Borromeo, A Hosami, S Amer-Yahia, S Elbassuoni
2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017
82017
An artificial intelligence-based industry peer grouping system
G Bonne, AW Lo, A Prabhakaran, KW Siah, M Singh, X Wang, P Zangari, ...
Journal of Financial Data Science, 2022
72022
Methods and apparatus for wideband localization
Z Luo, Q Zhang, N Selby, Y Ma, M Singh, F Adib
US Patent 10,575,277, 2020
72020
The reaction of sponsor stock prices to clinical trial outcomes: An event study analysis
M Singh, R Rocafort, C Cai, KW Siah, AW Lo
Plos one 17 (9), e0272851, 2022
52022
From ELIZA to ChatGPT: The Evolution of NLP and Financial Applications
AW Lo, M Singh
32023
Financing Fusion Energy
A Alhamdan, Z Halem, I Hernandez, AW Lo, M Singh, D Whyte
MIT Sloan Research Paper, 2022
32022
Real-time extended psychophysiological analysis of financial risk processing
M Singh, Q Xu, SJ Wang, T Hong, MM Ghassemi, AW Lo
PloS One 17 (7), e0269752, 2022
32022
Deep-learning models for forecasting financial risk premia and their interpretations
AW Lo, M Singh
Quantitative Finance 23 (6), 917-929, 2023
22023
Chimeras in the Factor Zoo
ZB Chaouch, AW Lo, M Singh, K Xiong
Manuscript in Progress, 2022
12022
Methods and apparatus for wideband localization
Z Luo, Q Zhang, N Selby, Y Ma, M Singh, F Adib
US Patent 10,701,662, 2020
12020
How does news affect biopharma stock prices?: An event study
J Cho, M Singh, AW Lo
Plos one 19 (1), e0296927, 2024
2024
Data Science in Investment Management
M Singh
Massachusetts Institute of Technology, 2023
2023
Methods and Apparatus for Wideband Localization
Z Luo, Q Zhang, N Selby, Y Ma, M Singh, F Adib
US Patent App. 16/874,684, 2020
2020
Deep models for empirical asset pricing (risk-premia forecast) and their interpretability
M Singh
Massachusetts Institute of Technology, 2020
2020
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