Search Results for author: Manish Jain

Found 8 papers, 4 papers with code

Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health

1 code implementation17 Aug 2023 Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe

RMABs are increasingly being used for sensitive decisions such as in public health, treatment scheduling, anti-poaching, and -- the motivation for this work -- digital health.

Decision Making Fairness +2

Indexability is Not Enough for Whittle: Improved, Near-Optimal Algorithms for Restless Bandits

1 code implementation31 Oct 2022 Abheek Ghosh, Dheeraj Nagaraj, Manish Jain, Milind Tambe

Whittle index policies, which are based on Lagrangian relaxations, are widely used in these settings due to their simplicity and near-optimality under certain conditions.

Multi-Armed Bandits

Using AntiPatterns to avoid MLOps Mistakes

no code implementations30 Jun 2021 Nikhil Muralidhar, Sathappah Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays 'Skip' McCormick, Naren Ramakrishnan

We describe lessons learned from developing and deploying machine learning models at scale across the enterprise in a range of financial analytics applications.

Moiré induced topology and flat bands in twisted bilayer WSe$_2$: A first-principles study

no code implementations12 Mar 2021 Sudipta Kundu, Mit H. Naik, H. R. Krishnamurthy, Manish Jain

Flat bands, well separated in energy, emerge at the band edges for twist angles ($\theta$) near 0$^{\circ}$ and 60$^{\circ}$.

Materials Science

Population Analysis with Wannier Orbitals

1 code implementation2 Sep 2020 Sudipta Kundu, Satadeep Bhattacharjee, Seung-Cheol Lee, Manish Jain

We formulate Wannier orbital overlap population and Wannier orbital Hamilton population to describe the contribution of different orbitals to electron distribution and their interactions.

Computational Physics Materials Science

DNA versus RNA -- which shows higher electronic conduction?

no code implementations22 Jul 2020 Abhishek Aggarwal, Saientan Bag, Ravindra Venkatramani, Manish Jain, Prabal K. Maiti

In this study, we compare the charge transport properties of multiple (double stranded) dsRNA sequences with corresponding dsDNA sequences.

Soft Condensed Matter Biological Physics Biomolecules

Reconstruction of moiré lattices in twisted transition metal dichalcogenide bilayers

no code implementations18 Dec 2019 Indrajit Maity, Prabal K. Maiti, H. R. Krishnamurthy, Manish Jain

An important step in understanding the exotic electronic, vibrational, and optical properties of the moir\'{e} lattices is the inclusion of the effects of structural relaxation of the un-relaxed moir\'{e} lattices.

Materials Science

CoFFEE: Corrections For Formation Energy and Eigenvalues for charged defect simulations

2 code implementations3 May 2017 Mit H. Naik, Manish Jain

Charged point defects in materials are widely studied using Density Functional Theory (DFT) packages with periodic boundary conditions.

Materials Science

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