Zobrazeno 1 - 10
of 2 992
pro vyhledávání: '"GUPTA, ADITYA"'
This article presents a zeroth order probabilistic global optimization algorithm -- SwiftNav -- for (not necessarily convex) functions over a compact domain. A discretization procedure is deployed on the compact domain, starting with a small step-siz
Externí odkaz:
http://arxiv.org/abs/2411.03851
Autor:
Gupta, Aditya, Singh, Asheesh
Agriculture, as the cornerstone of human civilization, constantly seeks to integrate technology for enhanced productivity and sustainability. This paper introduces $\textit{Agri-GNN}$, a novel Genotypic-Topological Graph Neural Network Framework tail
Externí odkaz:
http://arxiv.org/abs/2310.13037
Autor:
Aggarwal, Pranjal, Madaan, Aman, Anand, Ankit, Potharaju, Srividya Pranavi, Mishra, Swaroop, Zhou, Pei, Gupta, Aditya, Rajagopal, Dheeraj, Kappaganthu, Karthik, Yang, Yiming, Upadhyay, Shyam, Faruqui, Manaal, Mausam
Large language models (LLMs) are now available from cloud API providers in various sizes and configurations. While this diversity offers a broad spectrum of choices, effectively leveraging the options to optimize computational cost and performance re
Externí odkaz:
http://arxiv.org/abs/2310.12963
Autor:
Zhou, Pei, Madaan, Aman, Potharaju, Srividya Pranavi, Gupta, Aditya, McKee, Kevin R., Holtzman, Ari, Pujara, Jay, Ren, Xiang, Mishra, Swaroop, Nematzadeh, Aida, Upadhyay, Shyam, Faruqui, Manaal
"Thinking is for Doing." Humans can infer other people's mental states from observations--an ability called Theory-of-Mind (ToM)--and subsequently act pragmatically on those inferences. Existing question answering benchmarks such as ToMi ask models q
Externí odkaz:
http://arxiv.org/abs/2310.03051
Autor:
Gupta, Aditya, Chitgopekar, Samarth, Kim, Alexander, Jiang, Joseph, Wang, Megan, Grattoni, Christopher
We present our work on electric bicycles (e-bikes) and their implications for policymakers in the United States. E-bikes have gained significant popularity as a fast and eco-friendly transportation option. As we strive for a sustainable energy plan,
Externí odkaz:
http://arxiv.org/abs/2308.02034
Publikováno v:
Entropy 25, no. 10: 1374
We propose a neural network-based approach to calculate the value of a chess square-piece combination. Our model takes a triplet (Color, Piece, Square) as an input and calculates a value that measures the advantage/disadvantage of having this piece o
Externí odkaz:
http://arxiv.org/abs/2307.05330
Autor:
Gupta, Aditya, Tayal, Vijay K.
Retirement prediction helps individuals and institutions make informed financial, lifestyle, and workforce decisions based on estimated retirement portfolios. This paper attempts to predict retirement using Monte Carlo simulations, allowing one to pr
Externí odkaz:
http://arxiv.org/abs/2306.16563
Publikováno v:
Journal of Services Marketing, 2024, Vol. 38, Issue 6, pp. 691-710.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JSM-08-2023-0302
