Zobrazeno 1 - 10
of 549
pro vyhledávání: '"Sun, Michael"'
Autor:
Sun, Michael, Lo, Alston, Gao, Wenhao, Guo, Minghao, Thost, Veronika, Chen, Jie, Coley, Connor, Matusik, Wojciech
Designing synthetically accessible molecules and recommending analogs to unsynthesizable molecules are important problems for accelerating molecular discovery. We reconceptualize both problems using ideas from program synthesis. Drawing inspiration f
Externí odkaz:
http://arxiv.org/abs/2409.05873
Autor:
Sun, Michael, Guo, Minghao, Yuan, Weize, Thost, Veronika, Owens, Crystal Elaine, Grosz, Aristotle Franklin, Selvan, Sharvaa, Zhou, Katelyn, Mohiuddin, Hassan, Pedretti, Benjamin J, Smith, Zachary P, Chen, Jie, Matusik, Wojciech
Publikováno v:
ICML 2024
Recent research in molecular discovery has primarily been devoted to small, drug-like molecules, leaving many similarly important applications in material design without adequate technology. These applications often rely on more complex molecular str
Externí odkaz:
http://arxiv.org/abs/2403.08147
Autor:
Moradshahi, Mehrad, Shen, Tianhao, Bali, Kalika, Choudhury, Monojit, de Chalendar, Gaël, Goel, Anmol, Kim, Sungkyun, Kodali, Prashant, Kumaraguru, Ponnurangam, Semmar, Nasredine, Semnani, Sina J., Seo, Jiwon, Seshadri, Vivek, Shrivastava, Manish, Sun, Michael, Yadavalli, Aditya, You, Chaobin, Xiong, Deyi, Lam, Monica S.
Task-oriented dialogue research has mainly focused on a few popular languages like English and Chinese, due to the high dataset creation cost for a new language. To reduce the cost, we apply manual editing to automatically translated data. We create
Externí odkaz:
http://arxiv.org/abs/2306.17674
Autor:
Sun, Michael
Vascular pathologies, such as myocardial infarction, stroke, and pulmonary embolism, are major causes of morbidities and mortalities in the US and globally. A primary event in such pathologies is the formation of an occlusive clot in the blood vessel
Autor:
Callo, Juan Lucas, Chen, George, Jayasooriya, Yasiru, Li, Leo, Liao, Jingni, Liu, William, Sun, Michael, Wang, Haibing
We analyse the set of matrices in SL$_3(\mathbb{F}_7)$ without eigenvalues explicitly, extracting nice bijections between the 18 equally sized conjugacy classes contained within. In doing so, we discover a set of $18$ commuting matrices for which eve
Externí odkaz:
http://arxiv.org/abs/2303.14393
We consider the continual representation learning setting: sequentially pretrain a model $M'$ on tasks $T_1, \ldots, T_T$, and then adapt $M'$ on a small amount of data from each task $T_i$ to check if it has forgotten information from old tasks. Und
Externí odkaz:
http://arxiv.org/abs/2302.13289
Autor:
Sun, Michael, Chatain, Peter
In recent years, neural networks (NNs) have made giant leaps in a wide variety of domains. NNs are often referred to as black box algorithms due to how little we can explain their empirical success. Our foundational research seeks to explain why neur
Externí odkaz:
http://arxiv.org/abs/2302.06923
In a 2017 paper, later presented at the Web and Internet Economics conference, titled ``Sequential Deliberation for Social Choice", the authors propose a mechanism in which a series of agents, are tasked to negotiate over a set of decisions S. Buildi
Externí odkaz:
http://arxiv.org/abs/2302.04949
We review Exoo's 1989 paper, which demonstrates that a lower bound for the Ramsey number $R(5,5)$ is $43$. We provide an efficient way to verify the claims in the paper, adding detailed proofs. In particular, we replace the reference to computer veri
Externí odkaz:
http://arxiv.org/abs/2212.12630
Autor:
Hoang-Dang, Bianca, Halavi, Sabrina E., Rotstein, Natalie M., Spivak, Norman M., Dang, Nolan H., Cvijanovic, Luka, Hiller, Sonja H., Vallejo-Martelo, Mauricio, Rosenberg, Benjamin M., Swenson, Andrew, Becerra, Sergio, Sun, Michael, Revett, Malina E., Kronemyer, David, Berlow, Rustin, Craske, Michelle G., Suthana, Nanthia, Monti, Martin M., Zbozinek, Tomislav D., Bookheimer, Susan Y., Kuhn, Taylor P.
Publikováno v:
In Biological Psychiatry Global Open Science September 2024 4(5)