Search Results - "Verma, Shresth"

Automated explainable wavelet-based sleep scoring system for a population suspected with insomnia, apnea and periodic leg movement by Ingle, Manisha, Sharma, Manish, Verma, Shresth, Sharma, Nishant, Bhurane, Ankit, Rajendra Acharya, U.

“…Sleep is an integral and vital component of human life, contributing significantly to overall health and well-being, but a considerable number of people…”
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Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards by Verma, Shresth, Boehmer, Niclas, Kong, Lingkai, Tambe, Milind

“…LLMs are increasingly used to design reward functions based on human preferences in Reinforcement Learning (RL). We focus on LLM-designed rewards for Restless…”
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Emergence of Writing Systems Through Multi-Agent Cooperation by Verma, Shresth, Dhar, Joydip

“…Learning to communicate is considered an essential task to develop a general AI. While recent literature in language evolution has studied emergent language…”
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Computational Analysis of Perovskite Based Standalone Solar PV System by Verma, Shresth, Singh, Aditya H., Bhargava, Kshitij

“…Perovskite solar cells (PSCs) are a promising alternative to traditional silicon solar cells due to their low cost, high efficiency, and ease of fabrication…”
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SunPy: A Python package for Solar Physics by Mumford, Stuart, Freij, Nabil, Christe, Steven, Ireland, Jack, Mayer, Florian, Hughitt, V., Shih, Albert, Ryan, Daniel, Liedtke, Simon, Pérez-Suárez, David, Chakraborty, Pritish, K, Vishnunarayan, Inglis, Andrew, Pattnaik, Punyaslok, Sipőcz, Brigitta, Sharma, Rishabh, Leonard, Andrew, Stansby, David, Hewett, Russell, Hamilton, Alex, Hayes, Laura, Panda, Asish, Earnshaw, Matt, Choudhary, Nitin, Kumar, Ankit, Chanda, Prateek, Haque, Md, Kirk, Michael, Mueller, Michael, Konge, Sudarshan, Srivastava, Rajul, Jain, Yash, Bennett, Samuel, Baruah, Ankit, Barnes, Will, Charlton, Michael, Maloney, Shane, Chorley, Nicky, No Last Name, Himanshu, Modi, Sanskar, Mason, James, Rozo, Jose, Manley, Larry, Chatterjee, Agneet, Evans, John, Malocha, Michael, Bobra, Monica, Ghosh, Sourav, Stańczak, Dominik, De Visscher, Ruben, Verma, Shresth, Agrawal, Ankit, Buddhika, Dumindu, Sharma, Swapnil, Park, Jongyeob, Bates, Matt, Goel, Dhruv, Taylor, Garrison, Cetusic, Goran, No Last Name, Jacob, Inchaurrandieta, Mateo, Dacie, Sally, Dubey, Sanjeev, Sharma, Deepankar, Bray, Erik, Rideout, Jai, Zahniy, Serge, Meszaros, Tomas, Bose, Abhigyan, Chicrala, André, No Last Name, Ankit, Guennou, Chloé, D’Avella, Daniel, Williams, Daniel, Ballew, Jordan, Murphy, Nick, Lodha, Priyank, Robitaille, Thomas, Krishan, Yash, Hill, Andrew, Eigenbrot, Arthur, Mampaey, Benjamin, Wiedemann, Bernhard, Molina, Carlos, Keşkek, Duygu, Habib, Ishtyaq, Letts, Joseph, Bazán, Juanjo, Arbolante, Quinn, Gomillion, Reid, Kothari, Yash, Sharma, Yash, Stevens, Abigail, Price-Whelan, Adrian, Mehrotra, Ambar, Kustov, Arseniy, Stone, Brandon, Dang, Trung, Arias, Emmanuel, Dover, Fionnlagh

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Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits by Verma, Paritosh, Verma, Shresth, Mate, Aditya, Taneja, Aparna, Tambe, Milind

“…Restless multi-arm bandits (RMABs) is a popular decision-theoretic framework that has been used to model real-world sequential decision making problems in…”
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Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation by Lalan, Arshika, Verma, Shresth, Sudan, Kumar Madhu, Mahale, Amrita, Hegde, Aparna, Tambe, Milind, Taneja, Aparna

“…Mobile health programs are becoming an increasingly popular medium for dissemination of health information among beneficiaries in less privileged communities…”
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Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms by Lalan, Arshika, Verma, Shresth, Diaz, Paula Rodriguez, Danassis, Panayiotis, Mahale, Amrita, Sudan, Kumar Madhu, Hegde, Aparna, Tambe, Milind, Taneja, Aparna

“…Harnessing the wide-spread availability of cell phones, many nonprofits have launched mobile health (mHealth) programs to deliver information via voice or text…”
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Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare by Danassis, Panayiotis, Verma, Shresth, Killian, Jackson A, Taneja, Aparna, Tambe, Milind

“…The success of many healthcare programs depends on participants' adherence. We consider the problem of scheduling interventions in low resource settings (e.g.,…”
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Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health by Wang, Kai, Verma, Shresth, Mate, Aditya, Shah, Sanket, Taneja, Aparna, Madhiwalla, Neha, Hegde, Aparna, Tambe, Milind

“…This paper studies restless multi-armed bandit (RMAB) problems with unknown arm transition dynamics but with known correlated arm features. The goal is to…”
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Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health by Mate, Aditya, Madaan, Lovish, Taneja, Aparna, Madhiwalla, Neha, Verma, Shresth, Singh, Gargi, Hegde, Aparna, Varakantham, Pradeep, Tambe, Milind

“…The widespread availability of cell phones has enabled non-profits to deliver critical health information to their beneficiaries in a timely manner. This paper…”
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Deep Reinforcement Learning for Single-Shot Diagnosis and Adaptation in Damaged Robots by Verma, Shresth, Nair, Haritha S, Agarwal, Gaurav, Dhar, Joydip, Shukla, Anupam

“…Robotics has proved to be an indispensable tool in many industrial as well as social applications, such as warehouse automation, manufacturing, disaster…”
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IIITM Face: A Database for Facial Attribute Detection in Constrained and Simulated Unconstrained Environments by Gupta, Raj Kuwar, Verma, Shresth, Arya, KV, Agarwal, Soumya, Gupta, Prince

“…This paper addresses the challenges of face attribute detection specifically in the Indian context. While there are numerous face datasets in unconstrained…”
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