Publications (34)
Falsifiable implies Learnable
David Balduzzi
Correlated random features for fast semi-supervised learning
Brian McWilliams, David Balduzzi, Joachim M. Buhmann
Cortical prediction markets
David Balduzzi
Strongly-Typed Agents are Guaranteed to Interact Safely
David Balduzzi
Neural Taylor Approximations: Convergence and Exploration in Rectifier Networks
David Balduzzi, Brian McWilliams, Tony Butler-Yeoman
Deep Online Convex Optimization with Gated Games
David Balduzzi
Domain Generalization for Object Recognition with Multi-task Autoencoders
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang +1
Semantics, Representations and Grammars for Deep Learning
David Balduzzi
Open-ended Learning in Symmetric Zero-sum Games
David Balduzzi, Marta Garnelo, Yoram Bachrach +4
Kickback cuts Backprop's red-tape: Biologically plausible credit assignment in neural networks
David Balduzzi, Hastagiri Vanchinathan, Joachim Buhmann
Domain Generalization via Invariant Feature Representation
Krikamol Muandet, David Balduzzi, Bernhard Schölkopf
Randomized co-training: from cortical neurons to machine learning and back again
David Balduzzi
Towards a learning-theoretic analysis of spike-timing dependent plasticity
David Balduzzi, Michel Besserve
On the information-theoretic structure of distributed measurements
David Balduzzi
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
Pedro A. Ortega, Jordi Grau-Moya, Tim Genewein +2
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang +2
Differentiable Game Mechanics
Alistair Letcher, David Balduzzi, Sebastien Racaniere +4
Deep Online Convex Optimization by Putting Forecaster to Sleep
David Balduzzi
Falsification and future performance
David Balduzzi
The Mechanics of n-Player Differentiable Games
David Balduzzi, Sebastien Racaniere, James Martens +3
Strongly-Typed Recurrent Neural Networks
David Balduzzi, Muhammad Ghifary
Quantifying causal influences
Dominik Janzing, David Balduzzi, Moritz Grosse-Wentrup +1
Information, learning and falsification
David Balduzzi
Donagi-Markman cubic for Hitchin systems
David Balduzzi
Detecting emergent processes in cellular automata with excess information
David Balduzzi
Poisson geometry of parabolic bundles on Elliptic curves
David Balduzzi
Compliance-Aware Bandits
Nicolás Della Penna, Mark D. Reid, David Balduzzi
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization
Muhammad Ghifary, David Balduzzi, W. Bastiaan Kleijn +1
Metabolic cost as an organizing principle for cooperative learning
David Balduzzi, Pedro A Ortega, Michel Besserve
Uncovering the Temporal Dynamics of Diffusion Networks
Manuel Gomez Rodriguez, David Balduzzi, Bernhard Schölkopf
The Shattered Gradients Problem: If resnets are the answer, then what is the question?
David Balduzzi, Marcus Frean, Lennox Leary +3
Compatible Value Gradients for Reinforcement Learning of Continuous Deep Policies
David Balduzzi, Muhammad Ghifary
Regulating the information in spikes: a useful bias
David Balduzzi
Re-evaluating Evaluation
David Balduzzi, Karl Tuyls, Julien Perolat +1