Halıcıoğlu Data Science Institute (HDSI) is currently accepting applications for it’s Undergraduate Research Scholarship program. Launched last year, the scholarship program is a year-long funding opportunity for UC San Diego undergra..
Faculty: Alexander Cloninger, Ph.D. Abstract— Stochastic-sampling-based Generative Neural Networks, such as Restricted Boltzmann Machines and Generative Adversarial Networks, are now used for applications such as denoising, image occlusion r..
Faculty: Armin Schwartzman, Ph.D. The expected Euler characteristic (EEC) curve of excursion sets of a Gaussian random field is used to approximate the distribution of its supremum for high thresholds. Viewed as a function of the excursion thr..
Faculty: Gal Mishne, Ph.D. Abstract: Understanding why and how certain neural networks outperform others is key to guiding future development of network architectures and optimization methods. To this end, we introduce a novel visualization al..
The Halıcıoğlu Data Science Institute (HDSI) welcomes the arrival of esteemed scholars from across the nation. The invited faculty will join HDSI for the short-term and will be working collaboratively on data-science related research across..