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3 days ago · How Insitro’s big hires help it push AI drug discovery. Daphne Koller, founder and CEO of Insitro, is seeking to combine large clinical and cellular data sets with machine learning technology...
2 days ago · 10708 Probabilistic Graphical Models. Time: Monday, Wednesday 4:30-5:50 pm. Location: GHC 4307. Recitations: Thursday 5pm at NSH 1305 (Starting Jan 23) Announcements. Homework 4 has been posted, and is due on Monday, 04-14-14 at 4 pm. There is an extra lecture on Friday, 03-21-14. The video will be available on the Lectures page.
3 days ago · Insitro Inc. (South San Francisco) The company, started in 2018 by former Coursera co-founder and CEO Daphne Koller, looks to begin studies by the end of this year supporting an IND submission...
4 days ago · With the motivation to address such an issue, in this paper, we aim to introduce an iterative optimization framework that employs generative models to efficiently estimate the parameters of probability models for optimization problems.
1 day ago · Proceedings of the 13th UAI Bayesian Modeling Applications Workshop (BMAW 2016) co-located with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), New York City, NY, USA, June 25, 2016.
5 days ago · This course explores the foundational probabilistic principles of deep generative models, their learning algorithms, and popular model families, which include variational autoencoders, generative adversarial networks, autoregressive models, and normalizing flows.
2 days ago · To solve these difficulties, this paper proposes a probability-based likelihood function for the Bayesian updating of the TICR models, which could estimate the distribution of the TICR more accurately using fully recorded or single data.
