Publications related to Determinism

Teaching about non-deterministic physics: an almost forgotten fundamental contribution of Marie Curie

The first historical steps of radioactivity research offer an excellent opportunity to teach a key concept of modern physics: non-deterministic phenomena. However, this opportunity is often wasted because of historical misconceptions and of the irrational ...

Iop Publishing Ltd2024

Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning

Alexandre Massoud Alahi, Yuejiang Liu

Recent years have seen a surge of interest in learning high-level causal representations from low-level image pairs under interventions. Yet, existing efforts are largely limited to simple synthetic settings that are far away from real-world problems. In t ...

2023

Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction

Mathieu Salzmann, Wei Mao

We introduce the task of action-driven stochastic human motion prediction, which aims to predict multiple plausible future motions given a sequence of action labels and a short motion history. This differs from existing works, which predict motions that ei ...

IEEE COMPUTER SOC2022

Conditional separable effects

Mats Julius Stensrud, Aaron Leor Sarvet

Researchers are often interested in treatment effects on outcomes that are only defined conditional on a post-treatment event status. For example, in a study of the effect of different cancer treatments on quality of life at end of follow-up, the quality o ...

2020

Saliency Driven Perceptual Quality Metric for Omnidirectional Visual Content

Touradj Ebrahimi, Evgeniy Upenik

The problem of objectively measuring perceptual quality of omnidirectional visual content arises in many immersive imaging applications and particularly in compression. The interactive nature of this type of content limits the performance of earlier method ...

IEEE2019

FCR: Fast and Consistent Controller-Replication in Software Defined Networking

Jean-Yves Le Boudec, Eleni Stai, Mia Primorac, Maaz Mashood Mohiuddin

We consider the problem of coordination among replicated SDN controllers, where the challenge is to ensure a consistent view of the network while reacting to network events in a prompt manner. Existing solutions are either consensus-based, which achieve co ...

2019

Causal role of the inferolateral prefrontal cortex in balancing goal-directed and habitual control of behavior

Friedhelm Christoph Hummel

Successful adaptation to complex environments depends on the balance of at least two systems: a flexible but slow goal-directed system encoding action-outcome associations and an efficient but rigid habitual system linking responses to preceding stimuli. R ...

Nature Publishing Group2018

New Approach to Identifying Critical Initial Conditions for Extreme Flood Simulations in a Semicontinuous Simulation Framework

Anton Schleiss, Javier García Hernández, Bettina Schaefli, Fränz Zeimetz, Guillaume Mathieu Artigue

Extreme flood simulation with synthetic extreme precipitation events raises unavoidable questions about the choice of initial conditions. State-of-the-art extreme flood estimation frameworks propose to address these questions with the help of semicontinuou ...

2018

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Determinism

Teaching about non-deterministic physics: an almost forgotten fundamental contribution of Marie Curie

Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning

Mechanisms underlying reinforcement learning of motor skills

STREAMING TENSOR TRAIN APPROXIMATION

Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction

Conditional separable effects

Saliency Driven Perceptual Quality Metric for Omnidirectional Visual Content

FCR: Fast and Consistent Controller-Replication in Software Defined Networking

Causal role of the inferolateral prefrontal cortex in balancing goal-directed and habitual control of behavior

New Approach to Identifying Critical Initial Conditions for Extreme Flood Simulations in a Semicontinuous Simulation Framework

Graph Chatbot

Chat with Graph Search

Mechanisms underlying reinforcement learning of motor skills

STREAMING TENSOR TRAIN APPROXIMATION

Teaching about non-deterministic physics: an almost forgotten fundamental contribution of Marie Curie

Conditional separable effects

FCR: Fast and Consistent Controller-Replication in Software Defined Networking

Saliency Driven Perceptual Quality Metric for Omnidirectional Visual Content

New Approach to Identifying Critical Initial Conditions for Extreme Flood Simulations in a Semicontinuous Simulation Framework

Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning

Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction

Causal role of the inferolateral prefrontal cortex in balancing goal-directed and habitual control of behavior