Ricardo Silva

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Bounding Causal Effects with Leaky Instruments.
CoRR, 2024

Counterfactual Fairness Is Not Demographic Parity, and Other Observations.
CoRR, 2024

Pragmatic Fairness: Developing Policies with Outcome Disparity Control.
Proceedings of the Causal Learning and Reasoning, 2024

2023
Acute Recovery after a Fatigue Protocol Using a Recovery Sports Legging: An Experimental Study.
Sensors, September, 2023

Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases.
CoRR, 2023

Intervention Generalization: A View from Factor Graph Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Stochastic Causal Programming for Bounding Treatment Effects.
Proceedings of the Conference on Causal Learning and Reasoning, 2023

2022
Digital transformation shaping structural pillars for academic entrepreneurship: A framework proposal and research agenda.
Educ. Inf. Technol., 2022

Causal Machine Learning: A Survey and Open Problems.
CoRR, 2022

The Causal Marginal Polytope for Bounding Treatment Effects.
CoRR, 2022

Questions for Flat-Minima Optimization of Modern Neural Networks.
CoRR, 2022

On-board autonomy operations for OPS-SAT experiment.
Appl. Intell., 2022

Data-Driven Anomaly Detection and Event Log Profiling of SCADA Alarms.
IEEE Access, 2022

Causal inference with treatment measurement error: a nonparametric instrumental variable approach.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Causal discovery under a confounder blanket.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

When Do Flat Minima Optimizers Work?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A cautionary tale of side-by-side evaluations while developing emotional expression for intelligent virtual agents.
Proceedings of the IVA '22: ACM International Conference on Intelligent Virtual Agents, Faro, Portugal, September 6, 2022

Improved battery storage systems modeling for predictive energy management applications.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

2021
Experiences on teaching alloy with an automated assessment platform.
Sci. Comput. Program., 2021

Graph Intervention Networks for Causal Effect Estimation.
CoRR, 2021

Causal Effect Inference for Structured Treatments.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction.
Proceedings of the 38th International Conference on Machine Learning, 2021

Operationalizing Complex Causes: A Pragmatic View of Mediation.
Proceedings of the 38th International Conference on Machine Learning, 2021

Design and Communication for the Territory: Promotion and Enhancement of Heritage Based on Tourist Routes.
Proceedings of the Advances in Ergonomics in Design, 2021

2020
Learning Joint Nonlinear Effects from Single-variable Interventions in the Presence of Hidden Confounders.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Neural Likelihoods via Cumulative Distribution Functions.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Using Mathematical Modelling and Virtual Manipulatives to Teach Elementary Mathematics.
Proceedings of the Technology and Innovation in Learning, Teaching and Education, 2020

A Class of Algorithms for General Instrumental Variable Models.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Experiences on Teaching Alloy with an Automated Assessment Platform.
Proceedings of the Rigorous State-Based Methods - 7th International Conference, 2020

Differentiable Causal Backdoor Discovery.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
How the weather affects the pain of citizen scientists using a smartphone app.
npj Digit. Medicine, 2019

Ethical Implications of Social Internet of Vehicles Systems.
IEEE Internet Things J., 2019

Sharing and Learning Alloy on the Web.
CoRR, 2019

Using Virtual Reality to Increase Motivation in Poststroke Rehabilitation.
IEEE Computer Graphics and Applications, 2019

Dynamic Occlusion Handling for Real-Time AR Applications.
Proceedings of the 17th International Conference on Virtual-Reality Continuum and its Applications in Industry, 2019

The Sensitivity of Counterfactual Fairness to Unmeasured Confounding.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Making Decisions that Reduce Discriminatory Impacts.
Proceedings of the 36th International Conference on Machine Learning, 2019

Project Management Maturity: Case study analysis using OPM3<sup>®</sup> model in manufacturing industry.
Proceedings of the IEEE International Conference on Engineering, Technology and Innovation, 2019

Interactive Empathic Virtual Coaches Based on the Social Regulatory Cycle.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes.
CoRR, 2018

Causal Interventions for Fairness.
CoRR, 2018

Causal Reasoning for Algorithmic Fairness.
CoRR, 2018

Alpha-Beta Divergence For Variational Inference.
CoRR, 2018

Bayesian Semi-supervised Learning with Graph Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A component framework as an enabler for industrial cyber physical systems.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2017
Learning Instrumental Variables with Structural and Non-Gaussianity Assumptions.
J. Mach. Learn. Res., 2017

A Dynamic Edge Exchangeable Model for Sparse Temporal Networks.
CoRR, 2017

Functionalities and Requirements of an Autonomous Shopping Vehicle for People with Reduced Mobility.
Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

A Personal Robot as an Improvement to the Customers' In-store Experience.
Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2017

Offline Programming of Collision Free Trajectories for Palletizing Robots.
Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Measuring Impedance in Congestive Heart Failure.
Proceedings of the pHealth 2017, 2017

When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Counterfactual Fairness.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Universal parser for wireless sensor networks in industrial cyber physical production systems.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Sensor SelComp, a smart component for the industrial sensor cloud of the future.
Proceedings of the IEEE International Conference on Industrial Technology, 2017

Gisplay- Extensible Web API for Thematic Maps with WebGL.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016
Causal Inference through a Witness Protection Program.
J. Mach. Learn. Res., 2016

Observational-Interventional Priors for Dose-Response Learning.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

An architecture for big data processing on intelligent transportation systems. An application scenario on highway traffic flows.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

The Effectiveness of Query Expansion when searching for Health related Content: InfoLab at CLEF eHealth 2016.
Proceedings of the Working Notes of CLEF 2016, 2016

2014
A model for web-based course registration systems.
Int. J. Web Inf. Syst., 2014

2013
Development of a linear induction motor based artificial muscle system.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

New trends in computational modeling: A Neuroid-based retina model.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Latent Composite Likelihood Learning for the Structured Canonical Correlation Model.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

The neuroid: A novel and simplified neuron-model.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Solis'Curse - A Cultural Heritage Game Using Voice Interaction with a Virtual Agent.
Proceedings of the Third International Conference on Games and Virtual Worlds for Serious Applications, 2011

2010
GINSENG - Performance Control in Wireless Sensor Networks.
Proceedings of the Real-World Wireless Sensor Networks - 4th International Workshop, 2010

2009
Agent-Based Aircraft Control Strategies in a Simulated Environment.
Proceedings of the Agents for Games and Simulations, 2009

2008
Component J: A component-based programming language with dynamic reconfiguration.
Comput. Sci. Inf. Syst., 2008


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