Search Results for author: Antonio Moretti

Found 3 papers, 2 papers with code

Fast hyperboloid decision tree algorithms

1 code implementation20 Oct 2023 Philippe Chlenski, Ethan Turok, Antonio Moretti, Itsik Pe'er

In response to these challenges, we present hyperDT, a novel extension of decision tree algorithms into hyperbolic space.

Benchmarking Riemannian optimization

Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

3 code implementations9 Nov 2019 Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, Weilong Fu, Yuan Gao, Sashank Karri, Anand Kannan, Antonio Moretti, Mohammed AlQuraishi, Chen Keasar, Itsik Pe'er

Our dataset consists of amino acid sequences, Q8 secondary structures, position specific scoring matrices, multiple sequence alignment co-evolutionary features, backbone atom distance matrices, torsion angles, and 3D coordinates.

Multiple Sequence Alignment Protein Structure Prediction

Smoothing Nonlinear Variational Objectives with Sequential Monte Carlo

no code implementations ICLR Workshop DeepGenStruct 2019 Antonio Moretti, Zizhao Wang, Luhuan Wu, Itsik Pe'er

The task of recovering nonlinear dynamics and latent structure from a population recording is a challenging problem in statistical neuroscience motivating the development of novel techniques in time series analysis.

Dimensionality Reduction Time Series +2

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