Zobrazeno 1 - 10
of 134 273
pro vyhledávání: '"A. Shankar"'
Publikováno v:
Digital Communications and Networks, Vol 8, Iss 4, Pp 540-551 (2022)
Internet of Things (IoT) security is the act of securing IoT devices and networks. IoT devices, including industrial machines, smart energy grids, and building automation, are extremely vulnerable. With the goal of shielding network systems from ille
Externí odkaz:
https://doaj.org/article/be35bd19b806400a92b52f49a2af673d
Ensuring a smooth rate of efflux of particles from an outlet without unpredictable clogging events is crucial in processing powders and grains. We show by experiments and simulations that an obstacle placed near the outlet can greatly suppress clog f
Externí odkaz:
http://arxiv.org/abs/2411.11264
For a bounded linear operator $T$ acting on a reproducing kernel Hilbert space $\mathcal{H}(\Omega)$ over some non-empty set $\Omega$, the Berezin range and the Berezin radius of $T$ are defined respectively, by $\text{Ber}(T) := \{\langle T\hat{k}_{
Externí odkaz:
http://arxiv.org/abs/2411.10771
We propose a novel parameter-efficient training (PET) method for large language models that adapts models to downstream tasks by optimizing a small subset of the existing model parameters. Unlike prior methods, this subset is not fixed in location bu
Externí odkaz:
http://arxiv.org/abs/2411.08610
The Nash equilibrium (NE) is fundamental game-theoretic concept for characterizing stability in static strategic form games. However, at times, NE fails to capture outcomes in dynamic settings, where players' actions evolve over time in response to o
Externí odkaz:
http://arxiv.org/abs/2411.08471
Autor:
Dai, Wei, Liu, Gangqiang, Joshi, Vidul, Miano, Alessandro, Sivak, Volodymyr, Shankar, Shyam, Devoret, Michel H.
Josephson element-based parametric amplifiers (JPAs) typically require rf pump power that is several orders of magnitude stronger than the maximum signal power they can handle. The low power efficiency and strong pump leakage towards signal circuitry
Externí odkaz:
http://arxiv.org/abs/2411.07208
Autor:
Shah, Aayush, Jayaratnam, Shankar
Large language models (LLMs) have demonstrated significant success in natural language processing (NLP) tasks and have shown promising results in other domains such as protein sequence generation. However, there remain salient differences between LLM
Externí odkaz:
http://arxiv.org/abs/2411.05966
Autor:
Ding, Jianqiang, Deka, Shankar A.
In this work, we present a novel Koopman spectrum-based reachability verification method for nonlinear systems. Contrary to conventional methods that focus on characterizing all potential states of a dynamical system over a presupposed time span, our
Externí odkaz:
http://arxiv.org/abs/2411.05554
Autor:
Wolff, Malcolm, Olivares, Kin G., Oreshkin, Boris, Ruan, Sunny, Yang, Sitan, Katoch, Abhinav, Ramasubramanian, Shankar, Zhang, Youxin, Mahoney, Michael W., Efimov, Dmitry, Quenneville-Bélair, Vincent
Publikováno v:
In 31st Conference on Neural Information Processing In 38th Conference on Neural Information Processing Systems NIPS 2017, Time Series in the Age of Large Models Workshop, 2024
Demand forecasting faces challenges induced by Peak Events (PEs) corresponding to special periods such as promotions and holidays. Peak events create significant spikes in demand followed by demand ramp down periods. Neural networks like MQCNN and MQ
Externí odkaz:
http://arxiv.org/abs/2411.05852
Autor:
Maheshwari, Chinmay, Mendoza, Maria G., Tuck, Victoria Marie, Su, Pan-Yang, Qin, Victor L., Seshia, Sanjit A., Balakrishnan, Hamsa, Sastry, Shankar
Advanced Air Mobility (AAM) operations are expected to transform air transportation while challenging current air traffic management practices. By introducing a novel market-based mechanism, we address the problem of on-demand allocation of capacity-
Externí odkaz:
http://arxiv.org/abs/2411.03582