Zobrazeno 1 - 10
of 3 410
pro vyhledávání: '"Blaes, A."'
Medical Large Language Models (LLMs) such as ClinicalCamel 70B, Llama3-OpenBioLLM 70B have demonstrated impressive performance on a wide variety of medical NLP task.However, there still lacks a large language model (LLM) specifically designed for can
Externí odkaz:
http://arxiv.org/abs/2406.10459
We introduce a simple but effective method for managing risk in model-based reinforcement learning with trajectory sampling that involves probabilistic safety constraints and balancing of optimism in the face of epistemic uncertainty and pessimism in
Externí odkaz:
http://arxiv.org/abs/2309.05582
Autor:
Gürtler, Nico, Widmaier, Felix, Sancaktar, Cansu, Blaes, Sebastian, Kolev, Pavel, Bauer, Stefan, Wüthrich, Manuel, Wulfmeier, Markus, Riedmiller, Martin, Allshire, Arthur, Wang, Qiang, McCarthy, Robert, Kim, Hangyeol, Baek, Jongchan, Kwon, Wookyong, Qian, Shanliang, Toshimitsu, Yasunori, Michelis, Mike Yan, Kazemipour, Amirhossein, Raayatsanati, Arman, Zheng, Hehui, Cangan, Barnabas Gavin, Schölkopf, Bernhard, Martius, Georg
Experimentation on real robots is demanding in terms of time and costs. For this reason, a large part of the reinforcement learning (RL) community uses simulators to develop and benchmark algorithms. However, insights gained in simulation do not nece
Externí odkaz:
http://arxiv.org/abs/2308.07741
Autor:
Gürtler, Nico, Blaes, Sebastian, Kolev, Pavel, Widmaier, Felix, Wüthrich, Manuel, Bauer, Stefan, Schölkopf, Bernhard, Martius, Georg
Learning policies from previously recorded data is a promising direction for real-world robotics tasks, as online learning is often infeasible. Dexterous manipulation in particular remains an open problem in its general form. The combination of offli
Externí odkaz:
http://arxiv.org/abs/2307.15690
We present relativistic, radiation magnetohydrodynamic simulations of supercritical neutron star accretion columns in Cartesian geometry, including temperature-dependent, polarization-averaged Rosseland mean opacities accounting for classical electro
Externí odkaz:
http://arxiv.org/abs/2307.02410
Autor:
Sukhija, Bhavya, Treven, Lenart, Sancaktar, Cansu, Blaes, Sebastian, Coros, Stelian, Krause, Andreas
Reinforcement learning algorithms commonly seek to optimize policies for solving one particular task. How should we explore an unknown dynamical system such that the estimated model globally approximates the dynamics and allows us to solve multiple d
Externí odkaz:
http://arxiv.org/abs/2306.12371
Objective: The generalizability of clinical large language models is usually ignored during the model development process. This study evaluated the generalizability of BERT-based clinical NLP models across different clinical settings through a breast
Externí odkaz:
http://arxiv.org/abs/2303.08448
Autor:
Adnan Shaaban, Ashley Petersen, Heather Beckwith, Natalia Florea, David A. Potter, Douglas Yee, Rachel I. Vogel, Daniel Duprez, Anne H. Blaes
Publikováno v:
Cardio-Oncology, Vol 10, Iss 1, Pp 1-6 (2024)
Abstract Background Breast cancer is estimated to comprise about 290,560 new cases in 2022. Aromatase inhibitors (AIs) are recommended as adjuvant treatment for estrogen-receptor positive (ER+) breast carcinoma in postmenopausal women, which includes
Externí odkaz:
https://doaj.org/article/917744b9547c414697dfbb20c72e3268
Autor:
Amit A. Kulkarni, Aditya Jain, Patricia I. Jewett, Nidhi Desai, Laura Van ’t Veer, Gillian Hirst, Douglas Yee, Anne H. Blaes, ISPY2 consortium
Publikováno v:
npj Breast Cancer, Vol 10, Iss 1, Pp 1-4 (2024)
Abstract Antibiotic exposure during immunotherapy (IO) has been shown to negatively affect clinical outcomes in various cancer types. The aim of this study was to evaluate whether antibiotic exposure in patients with high-risk early-stage HER2-negati
Externí odkaz:
https://doaj.org/article/4a2b08ed517d4051bd720e47c657b4ea
We perform 2D axisymmetric radiative relativistic MHD simulations of radiation pressure supported neutron star accretion columns in split-monopole magnetic fields. The accretion columns exhibit quasi-periodic oscillations, which manifest in the lumin
Externí odkaz:
http://arxiv.org/abs/2210.06616