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Publications

Qualitatively characterizing neural network optimization problems

SAXE A., (2020)

A Critique of Pure Hierarchy: Uncovering Cross-Cutting Structure in a Natural Dataset

SAXE A., (2020), Neurocomputational Models of Cognitive Development and Processing

Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup

Goldt S. et al, (2020), ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), 32

Energy-entropy competition and the effectiveness of stochastic gradient descent in machine learning

Zhang Y. et al, (2020), Molecular Physics: An International Journal at the Interface Between Chemistry and Physics

Hierarchical Subtask Discovery with Non-Negative Matrix Factorization

SAXE A., (2020)

Hierarchy Through Composition with Multitask LMDPs

SAXE A., (2020)

High-dimensional dynamics of generalization error in neural networks

SAXE A. and Advani M., (2020), Arxiv

Multitasking Capability Versus Learning Efficiency in Neural Network Architectures

SAXE A., (2020)

Research Priorities for the COVID-19 pandemic and beyond: A call to action for psychological science.

CRESWELL C. et al, (2020), British Journal of Psychology

Similar time course of fast familiarity and slow recollection processes for recognition memory in humans and macaques

Wu Z. et al, (2020), Learning & Memory, 27, 258 - 269

The effects of recalling positive and negative contacts on linguistic discrimination towards migrant people

Prati F. et al, (2020), Journal of Experimental Social Psychology, 89

Exploring reliability heterogeneity with multiverse analyses: Data processing decisions unpredictably influence measurement reliability

Parsons S., (2020)

Development and feasibility of a digital Acceptance and Commitment Therapy-based Intervention for Generalised Anxiety Disorder: Pilot study (Preprint)

Hemmings NR. et al, (2020)

The Limited Effect of Mindfulness-Based Interventions on Anxiety in Children and Adolescents: A Meta-Analysis.

Odgers K. et al, (2020), Clin Child Fam Psychol Rev

Mathematics anxiety: An intergenerational approach

Vanbinst K. et al, (2020), Frontiers in Psychology

Global reward state affects learning and activity in raphe nucleus and anterior insula in monkeys

WITTMANN M. et al, (2020), Nature Communications

The Interaction Between Mentalizing, Empathy and Symptoms in People with Eating Disorders: A Network Analysis Integrating Experimentally Induced and Self-report Measures

Monteleone AM. et al, (2020), Cognitive Therapy and Research

Perceptual Decision-Making in Children: Age-Related Differences and EEG Correlates

Manning C. et al, (2020), Computational Brain & Behavior

Mapping human laryngeal motor cortex during vocalization

Eichert N. et al, (2020), Cerebral Cortex

Treating Posttraumatic Stress Disorder Remotely with Cognitive Therapy for PTSD

WILD J. et al, (2020), European Journal of Psychotraumatology

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