Zobrazeno 1 - 10
of 196 604
pro vyhledávání: '"A. Deepak"'
Centralized learning requires data to be aggregated at a central server, which poses significant challenges in terms of data privacy and bandwidth consumption. Federated learning presents a compelling alternative, however, vanilla federated learning
Externí odkaz:
http://arxiv.org/abs/2411.04112
Objective: To assess the antioxidant, wound healing, anti-ulcer, and anti-inflammatory properties of Jatropha maheshwari. Methods: Jatropha maheshwari was collected from Kanyakumari district and authenticated. Ethanol was used for continuous hot perc
Externí odkaz:
http://arxiv.org/abs/2411.04232
Autor:
Das, Shuvangkar Chandra, Vu, Tuyen, Ramasubramanian, Deepak, Farantatos, Evangelos, Zhang, Jianhua, Ortmeyer, Thomas
This paper presents novel methods for tuning inverter controller gains using deep reinforcement learning (DRL). A Simulink-developed inverter model is converted into a dynamic link library (DLL) and integrated with a Python-based RL environment, leve
Externí odkaz:
http://arxiv.org/abs/2411.01451
In this paper, a heuristic for a heterogeneous min-max multi-vehicle multi-depot traveling salesman problem is proposed, wherein heterogeneous vehicles start from given depot locations and need to cover a given set of targets. In the considered probl
Externí odkaz:
http://arxiv.org/abs/2410.23449
Accurate survival prediction in head and neck cancer (HNC) is essential for guiding clinical decision-making and optimizing treatment strategies. Traditional models, such as Cox proportional hazards, have been widely used but are limited in their abi
Externí odkaz:
http://arxiv.org/abs/2410.21831
We show that every planar triangulation on $n$ vertices has a maximal independent set of size at most $n/3$. This affirms a conjecture by Botler, Fernandes and Guti\'errez [Electron.\ J.\ Comb., 2024], which in turn would follow if an open question o
Externí odkaz:
http://arxiv.org/abs/2410.21808
Autor:
Florinski, Vladimir, Balsara, Dinshaw S., Bhoriya, Deepak, Zank, Gary P., Biswas, Shishir, Sharma, Swati, Subramanian, Sethupathy
We present a pioneering model of the interaction between the solar wind and the surrounding interstellar medium that includes the possibility of different pressures in the directions parallel and perpendicular to the magnetic field. The outer heliosh
Externí odkaz:
http://arxiv.org/abs/2410.22589
Autor:
Dalal, Murtaza, Liu, Min, Talbott, Walter, Chen, Chen, Pathak, Deepak, Zhang, Jian, Salakhutdinov, Ruslan
Sim2real for robotic manipulation is difficult due to the challenges of simulating complex contacts and generating realistic task distributions. To tackle the latter problem, we introduce ManipGen, which leverages a new class of policies for sim2real
Externí odkaz:
http://arxiv.org/abs/2410.22332
Autor:
Gupta, Deepak, Cleuren, Bart
The cost of stochastic resetting is considered within the context of a discrete random walk model. In addition to standard stochastic resetting, for which a reset occurs with a certain probability after \emph{each} step, we introduce a novel resettin
Externí odkaz:
http://arxiv.org/abs/2410.22255
Recent advances in generative modeling with diffusion processes (DPs) enabled breakthroughs in image synthesis. Despite impressive image quality, these models have various prompt compliance problems, including low recall in generating multiple object
Externí odkaz:
http://arxiv.org/abs/2410.21638