Mathematical Proofs
17 papers with code • 0 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Mathematical Proofs
Latest papers
AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence
This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even better performance than the Adam optimizer adopted in neural networks.
Differential Machine Learning
It is also applicable in many situations outside finance, where high quality first-order derivatives wrt training inputs are available.
BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis
This paper describes the field research, design and comparative deployment of a multimodal medical imaging user interface for breast screening.
Epistemic Phase Transitions in Mathematical Proofs
Mathematical proofs are both paradigms of certainty and some of the most explicitly-justified arguments that we have in the cultural record.
Learning to Prove Theorems via Interacting with Proof Assistants
Proof assistants offer a formalism that resembles human mathematical reasoning, representing theorems in higher-order logic and proofs as high-level tactics.
α-Rank: Multi-Agent Evaluation by Evolution
We introduce {\alpha}-Rank, a principled evolutionary dynamics methodology, for the evaluation and ranking of agents in large-scale multi-agent interactions, grounded in a novel dynamical game-theoretic solution concept called Markov-Conley chains (MCCs).
A Unified Parallel Algorithm for Regularized Group PLS Scalable to Big Data
Partial Least Squares (PLS) methods have been heavily exploited to analyse the association between two blocs of data.