Zobrazeno 1 - 10
of 162
pro vyhledávání: '"Misra, Vishal"'
Autor:
Shen, Dennis, Agarwal, Anish, Misra, Vishal, Schelter, Bjoern, Shah, Devavrat, Shiells, Helen, Wischik, Claude
The purpose of this article is to infer patient level outcomes from population level randomized control trials (RCTs). In this pursuit, we utilize the recently proposed synthetic nearest neighbors (SNN) estimator. At its core, SNN leverages informati
Externí odkaz:
http://arxiv.org/abs/2405.20088
Autor:
Dalal, Siddhartha, Misra, Vishal
This paper introduces a novel Bayesian learning model to explain the behavior of Large Language Models (LLMs), focusing on their core optimization metric of next token prediction. We develop a theoretical framework based on an ideal generative text m
Externí odkaz:
http://arxiv.org/abs/2402.03175
Autor:
Song, Bowen, Paolieri, Marco, Stewart, Harper E., Golubchik, Leana, McNitt-Gray, Jill L., Misra, Vishal, Shah, Devavrat
Objective: Our aim is to determine if data collected with inertial measurement units (IMUs) during steady-state running could be used to estimate ground reaction forces (GRFs) and to derive biomechanical variables (e.g., contact time, impulse, change
Externí odkaz:
http://arxiv.org/abs/2311.02287
Synthetic control is a causal inference tool used to estimate the treatment effects of an intervention by creating synthetic counterfactual data. This approach combines measurements from other similar observations (i.e., donor pool ) to predict a cou
Externí odkaz:
http://arxiv.org/abs/2303.14084
Internet providers often offer data plans that, for each user's monthly billing cycle, guarantee a fixed amount of data at high rates until a byte threshold is reached, at which point the user's data rate is throttled to a lower rate for the remainde
Externí odkaz:
http://arxiv.org/abs/2204.12588
Synthetic control (SC) methods have been widely applied to estimate the causal effect of large-scale interventions, e.g., the state-wide effect of a change in policy. The idea of synthetic controls is to approximate one unit's counterfactual outcomes
Externí odkaz:
http://arxiv.org/abs/2112.05671
The synthetic control method is an empirical methodology forcausal inference using observational data. By observing thespread of COVID-19 throughout the world, we analyze the dataon the number of deaths and cases in different regions usingthe power o
Externí odkaz:
http://arxiv.org/abs/2009.09987
An objective of network neutrality is that the design of regulations for the Internet will ensure that it remains a public, open platform where innovations can thrive. While there is broad agreement that preserving the content quality of service fall
Externí odkaz:
http://arxiv.org/abs/2003.13371
Despite society's strong dependence on electricity, power outages remain prevalent. Standard methods for directly measuring power availability are complex, often inaccurate, and are prone to attack. This paper explores an alternative approach to iden
Externí odkaz:
http://arxiv.org/abs/1912.03357
When evaluating the impact of a policy on a metric of interest, it may not be possible to conduct a randomized control trial. In settings where only observational data is available, Synthetic Control (SC) methods provide a popular data-driven approac
Externí odkaz:
http://arxiv.org/abs/1905.06400