Panagiotis Tigas

According to our database1, Panagiotis Tigas authored at least 13 papers between 2014 and 2023.

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Bibliography

2023
Differentiable Multi-Target Causal Bayesian Experimental Design.
Proceedings of the International Conference on Machine Learning, 2023

2022
Modelling non-reinforced preferences using selective attention.
CoRR, 2022

Global geomagnetic perturbation forecasting using Deep Learning.
CoRR, 2022

Interventions, Where and How? Experimental Design for Causal Models at Scale.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Exploration and preference satisfaction trade-off in reward-free learning.
CoRR, 2021

Global Earth Magnetic Field Modeling and Forecasting with Spherical Harmonics Decomposition.
CoRR, 2021

Spatial Assembly: Generative Architecture With Reinforcement Learning, Self Play and Tree Search.
CoRR, 2021

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Latent Mappings: Generating Open-Ended Expressive Mappings Using Variational Autoencoders.
Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021

2020
PERCIVAL: Making In-Browser Perceptual Ad Blocking Practical with Deep Learning.
Proceedings of the 2020 USENIX Annual Technical Conference, 2020

Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
Proceedings of the 37th International Conference on Machine Learning, 2020

2014
The Cave of Sounds: An Interactive Installation Exploring How We Create Music Together.
Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 2014


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