Constantin A. Rothkopf | DeepAI

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Probabilistic inverse optimal control with local linearization for non-linear partially observable systems

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Speaking Multiple Languages Affects the Moral Bias of Language Models

Pre-trained multilingual language models (PMLMs) are commonly used when ...

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Reinforcement Learning with Non-Exponential Discounting

Commonly in reinforcement learning (RL), rewards are discounted over tim...

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Improving saliency models' predictions of the next fixation with humans' intrinsic cost of gaze shifts

The human prioritization of image regions can be modeled in a time invar...

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∙ 12/31/2021

Inferring perceptual decision making parameters from behavior in production and reproduction tasks

Bayesian models of behavior have provided computational level explanatio...

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Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System

Computational level explanations based on optimal feedback control with ...

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Structural Causal Interpretation Theorem

Human mental processes allow for qualitative reasoning about causality i...

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A Normative Model of Classifier Fusion

Combining the outputs of multiple classifiers or experts into a single p...

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AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization

Digital text has become one of the primary ways of exchanging knowledge,...

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A Bivariate Beta Distribution with Arbitrary Beta Marginals and its Generalization to a Correlated Dirichlet Distribution

We discuss a bivariate beta distribution that can model arbitrary beta-d...

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Solving Bongard Problems with a Visual Language and Pragmatic Reasoning

More than 50 years ago Bongard introduced 100 visual concept learning pr...

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