Picture for Santiago Segarra

Santiago Segarra

Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks

Add code
Nov 23, 2024
Figure 1 for Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks
Figure 2 for Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks
Figure 3 for Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks
Figure 4 for Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks
Viaarxiv icon

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns

Add code
Nov 23, 2024
Viaarxiv icon

Low-Rank Tensors for Multi-Dimensional Markov Models

Add code
Nov 04, 2024
Figure 1 for Low-Rank Tensors for Multi-Dimensional Markov Models
Figure 2 for Low-Rank Tensors for Multi-Dimensional Markov Models
Viaarxiv icon

Scalable Implicit Graphon Learning

Add code
Oct 22, 2024
Viaarxiv icon

Towards Safer Heuristics With XPlain

Add code
Oct 19, 2024
Figure 1 for Towards Safer Heuristics With XPlain
Figure 2 for Towards Safer Heuristics With XPlain
Figure 3 for Towards Safer Heuristics With XPlain
Figure 4 for Towards Safer Heuristics With XPlain
Viaarxiv icon

Fair CoVariance Neural Networks

Add code
Sep 13, 2024
Viaarxiv icon

Online Network Inference from Graph-Stationary Signals with Hidden Nodes

Add code
Sep 13, 2024
Figure 1 for Online Network Inference from Graph-Stationary Signals with Hidden Nodes
Viaarxiv icon

Redesigning graph filter-based GNNs to relax the homophily assumption

Add code
Sep 13, 2024
Viaarxiv icon

Biased Backpressure Routing Using Link Features and Graph Neural Networks

Add code
Jul 13, 2024
Figure 1 for Biased Backpressure Routing Using Link Features and Graph Neural Networks
Figure 2 for Biased Backpressure Routing Using Link Features and Graph Neural Networks
Figure 3 for Biased Backpressure Routing Using Link Features and Graph Neural Networks
Figure 4 for Biased Backpressure Routing Using Link Features and Graph Neural Networks
Viaarxiv icon

Efficient Path Planning with Soft Homology Constraints

Add code
Jun 27, 2024
Figure 1 for Efficient Path Planning with Soft Homology Constraints
Figure 2 for Efficient Path Planning with Soft Homology Constraints
Figure 3 for Efficient Path Planning with Soft Homology Constraints
Figure 4 for Efficient Path Planning with Soft Homology Constraints
Viaarxiv icon