Zobrazeno 1 - 10
of 27 403
pro vyhledávání: '"Chase, P"'
Autor:
Chase, Zachary, Mehalel, Idan
In binary ($0/1$) online classification with apple tasting feedback, the learner receives feedback only when predicting $1$. Besides some degenerate learning tasks, all previously known learning algorithms for this model are randomized. Consequently,
Externí odkaz:
http://arxiv.org/abs/2410.10404
Autor:
Rohatgi, Dhruv, Marwah, Tanya, Lipton, Zachary Chase, Lu, Jianfeng, Moitra, Ankur, Risteski, Andrej
Graph neural networks (GNNs) are the dominant approach to solving machine learning problems defined over graphs. Despite much theoretical and empirical work in recent years, our understanding of finer-grained aspects of architectural design for GNNs
Externí odkaz:
http://arxiv.org/abs/2410.09867
Autor:
Chase Jr, Timothy, Dantu, Karthik
The visual detection and tracking of surface terrain is required for spacecraft to safely land on or navigate within close proximity to celestial objects. Current approaches rely on template matching with pre-gathered patch-based features, which are
Externí odkaz:
http://arxiv.org/abs/2410.05182
Autor:
Mahan, Dakota, Van Phung, Duy, Rafailov, Rafael, Blagden, Chase, Lile, Nathan, Castricato, Louis, Fränken, Jan-Philipp, Finn, Chelsea, Albalak, Alon
Reinforcement Learning from Human Feedback (RLHF) has greatly improved the performance of modern Large Language Models (LLMs). The RLHF process is resource-intensive and technically challenging, generally requiring a large collection of human prefere
Externí odkaz:
http://arxiv.org/abs/2410.12832
Autor:
Verstraete, Jacques, Wilson, Chase
Ajtai, Koml\'{o}s, Pintz, Spencer and Szemer\'{e}di proved that every $(r + 1)$-uniform ``locally sparse'' hypergraph $H$ of average degree $d \geq 1$ has an independent set of size \[ \Omega_r\Bigl(\frac{\log d}{d}\Bigr)^{\frac{1}{r}} \cdot |V(H)| \
Externí odkaz:
http://arxiv.org/abs/2409.19908
Accurate feature detection is fundamental for various computer vision tasks, including autonomous robotics, 3D reconstruction, medical imaging, and remote sensing. Despite advancements in enhancing the robustness of visual features, no existing metho
Externí odkaz:
http://arxiv.org/abs/2409.13151
Autor:
Liu, Bingchen, Akhgari, Ehsan, Visheratin, Alexander, Kamko, Aleks, Xu, Linmiao, Shrirao, Shivam, Lambert, Chase, Souza, Joao, Doshi, Suhail, Li, Daiqing
We introduce Playground v3 (PGv3), our latest text-to-image model that achieves state-of-the-art (SoTA) performance across multiple testing benchmarks, excels in graphic design abilities and introduces new capabilities. Unlike traditional text-to-ima
Externí odkaz:
http://arxiv.org/abs/2409.10695
Varying dynamics pose a fundamental difficulty when deploying safe control laws in the real world. Safety Index Synthesis (SIS) deeply relies on the system dynamics and once the dynamics change, the previously synthesized safety index becomes invalid
Externí odkaz:
http://arxiv.org/abs/2409.09882
Many motile microorganisms and bio-mimetic micro-particles have been successfully modeled as active rods - elongated bodies capable of self-propulsion. A hallmark of active rod dynamics under confinement is their tendency to accumulate at the walls.
Externí odkaz:
http://arxiv.org/abs/2409.04950
Autor:
Cleveland, Jill M., Welsch, Tory A., Chen, Eric Y., Chase, D. Bruce, Doty, Matthew F., Ramírez-Gómez, Hanz Y.
There is strong interest in designing and realizing optically-active semiconductor nanostructures of greater complexity for applications in fields ranging from biomedical engineering to quantum computing. While these increasingly complex nanostructur
Externí odkaz:
http://arxiv.org/abs/2408.12192