Feras Saad

15 papers A* 1A 4Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Analyzing Decoders for Quantum Error Correction. CoRR Abtin Molavi, Feras Saad, Aws Albarghouthi
2025	J	`jnl`	Floating-Point Neural Networks Are Provably Robust Universal Approximators. CoRR Geonho Hwang, Wonyeol Lee, Yeachan Park, Sejun Park, Feras Saad
2025	—	`conf`	Floating-Point Neural Networks are Provably Robust Universal Approximators. CAV (2) Geonho Hwang, Wonyeol Lee, Yeachan Park, Sejun Park, Feras Saad
2025	J	`jnl`	Integrating Resource Analyses via Resource Decomposition. Proc. ACM Program. Lang. Long Pham, Yue Niu, Nathan Glover, Feras Saad, Jan Hoffmann
2024	J	`jnl`	Scalable Spatiotemporal Prediction with Bayesian Neural Fields. CoRR Feras Saad, Jacob Burnim, Colin Carroll, Brian Patton, Urs Köster, Rif A. Saurous, Matthew Hoffman
2023	A*	`conf`	Sequential Monte Carlo Learning for Time Series Structure Discovery. ICML Feras Saad, Brian Patton, Matthew Douglas Hoffman, Rif A. Saurous, Vikash Mansinghka
2022	A	`conf`	Estimators of Entropy and Information via Inference in Probabilistic Models. AISTATS Feras Saad, Marco F. Cusumano-Towner, Vikash Mansinghka
2022	—	`—`	Scalable Structure Learning, Inference, and Analysis with Probabilistic Programs Feras Saad
2020	A	`conf`	The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions. AISTATS Feras Saad, Cameron E. Freer, Martin C. Rinard, Vikash Mansinghka
2018	A	`conf`	Temporally-Reweighted Chinese Restaurant Process Mixtures for Clustering, Imputing, and Forecasting Multivariate Time Series. AISTATS Feras Saad, Vikash Mansinghka
2017	A	`conf`	Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes. AISTATS Feras Saad, Vikash Mansinghka
2017	J	`jnl`	Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric Bayes. CoRR Feras Saad, Leonardo Casarsa, Vikash Mansinghka
2016	—	`conf`	A Probabilistic Programming Approach To Probabilistic Data Analysis. NIPS Feras Saad, Vikash K. Mansinghka
2016	J	`jnl`	Detecting Dependencies in High-Dimensional, Sparse Databases Using Probabilistic Programming and Non-parametric Bayes. CoRR Feras Saad, Vikash Mansinghka
2016	J	`jnl`	Probabilistic Data Analysis with Probabilistic Programming. CoRR Feras Saad, Vikash Mansinghka