Cover Image

A Unification of Discrete, Gaussian, and Simplicial Diffusion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chandra, Nuria Alina, Li, Yucen Lily, Amin, Alan N., Ali, Alex, Rollins, Joshua, Ober, Sebastian W., Raghu, Aniruddh, Wilson, Andrew Gordon
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Is Sequence Information All You Need for Bayesian Optimization of Antibodies?
by: Ober, Sebastian W., et al.
Published: (2025)

Guided Sequence-Structure Generative Modeling for Iterative Antibody Optimization
by: Raghu, Aniruddh, et al.
Published: (2025)

Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion
by: Amin, Alan N., et al.
Published: (2025)

A Study of Bayesian Neural Network Surrogates for Bayesian Optimization
by: Li, Yucen Lily, et al.
Published: (2023)

Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
by: Amin, Alan Nawzad, et al.
Published: (2024)

Generative Humanization for Therapeutic Antibodies
by: Gordon, Cade, et al.
Published: (2024)

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency
by: Amin, Alan Nawzad, et al.
Published: (2024)

Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra
by: Amin, Alan N., et al.
Published: (2025)

A Diffusion Model to Shrink Proteins While Maintaining Their Function
by: Baron, Ethan, et al.
Published: (2025)

Towards Improved Variational Inference for Deep Bayesian Models
by: Ober, Sebastian W.
Published: (2024)

Out-of-Distribution Detection Methods Answer the Wrong Questions
by: Li, Yucen Lily, et al.
Published: (2025)

Curvature of an Arbitrary Surface for Discrete Gravity and for $d=2$ Pure Simplicial Complexes
by: Chamseddine, Ali H., et al.
Published: (2024)

Seawater carbonate chemistry and grazing and diet preference in Littorina littorea
by: Ober, Gordon T, et al.
Published: (2022)

Simplicial Gaussian Models: Representation and Inference
by: Marinucci, Lorenzo, et al.
Published: (2025)

Recommendations for Baselines and Benchmarking Approximate Gaussian Processes
by: Ober, Sebastian W., et al.
Published: (2024)

Discrete Differential Calculus on Simplicial Complexes and Constrained Homology
by: Ren, Shiquan
Published: (2021)

A Dichotomy for Finite Abstract Simplicial Complexes
by: Meyer, Sebastian
Published: (2024)

The Multi-Tenant Distributed Data Architecture Framework (MTD-DAF): A High-Level Architecture for Scalable, Segregated, and Efficient Enterprise Lakehouse Systems
by: Tiwari, Aniruddh
Published: (2025)

MODELOS E PARADIGMAS EM HISTÓRIA ANTIGA
by: Josiah Ober
Published: (2012)

Approximating dynamics of a number-conserving cellular automaton by a finite-dimensional dynamical system
by: Fukś, Henryk, et al.
Published: (2026)

A Simple Tensorial Theory of Smectic C Liquid Crystals
by: Xia, Jingmin, et al.
Published: (2024)

Deep Learning is Not So Mysterious or Different
by: Wilson, Andrew Gordon
Published: (2025)

Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces
by: Moss, Henry B., et al.
Published: (2025)

Improved Therapeutic Antibody Reformatting through Multimodal Machine Learning
by: Xin, Jiayi, et al.
Published: (2025)

Shot Noise near Quantum-Criticality
by: Raghu, Srinivas, et al.
Published: (2024)

Persistent Pairs And Connectedness In Discrete Morse Functions On Simplicial Complex I
by: Zheng, Chong
Published: (2023)

Discrete Heat Kernels on Simplicial Complexes and Its Application to Functional Brain Networks
by: Dakurah, Sixtus
Published: (2025)

The Simplicial Loop Space of a Simplicial Complex
by: Lupton, Gregory, et al.
Published: (2025)

Robustness to missing data: breakdown point analysis
by: Ober-Reynolds, Daniel
Published: (2024)

A Nonparametric Discrete Hawkes Model with a Collapsed Gaussian-Process Prior
by: Brisley, Trinnhallen, et al.
Published: (2025)

A Directional-ODE Framework for Discretization of Advection-Diffusion Equations
by: Jafarimoghaddam, Amin, et al.
Published: (2025)

Graph and Simplicial Complex Prediction Gaussian Process via the Hodgelet Representations
by: Alain, Mathieu, et al.
Published: (2025)

The Case for Space-Based Particle Colliders: Orbital Infrastructure as a Path to Grand Unification Energy Scales
by: Danchev, Viktor, et al.
Published: (2026)

Fermion Masses and Mixing in Pati-Salam Unification with $S_3$ Modular Symmetry
by: Belfkir, Mohamed, et al.
Published: (2024)

Geometric Criteria for Essential Self-Adjointness of Discrete Hodge Laplacians on Weighted Simplicial Complexes
by: Ennaceur, Marwa, et al.
Published: (2025)

RITA: A Tool for Automated Requirements Classification and Specification from Online User Feedback
by: Mallya, Manjeshwar Aniruddh, et al.
Published: (2026)

From Online User Feedback to Requirements: Evaluating Large Language Models for Classification and Specification Tasks
by: Mallya, Manjeshwar Aniruddh, et al.
Published: (2025)

Big Batch Bayesian Active Learning by Considering Predictive Probabilities
by: Ober, Sebastian W., et al.
Published: (2025)

How to make the most of your masked language model for protein engineering
by: McCarter, Calvin, et al.
Published: (2026)

String Theory and Grand Unification Suggest a Sub-Microelectronvolt QCD Axion
by: Benabou, Joshua N., et al.
Published: (2025)