02-10-2021
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Two Novel Performance Improvements for Evolving CNN
Topologies
by
Yaron Strauch
et al
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02-11-2021
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Deep Reinforcement Learning for Combinatorial
Optimization: Covering Salesman Problems
by
Kaiwen Li
et al
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02-12-2021
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Min-Max-Plus Neural Networks
by
Ye Luo
et al
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02-09-2021
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Loss Function Discovery for Object Detection via
Convergence-Simulation Driven Search
by
Peidong Liu
et al
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02-10-2021
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A Similarity-preserving Neural Network Trained on
Transformed Images Recapitulates Salient Features of
the Fly Motion Detection Circuit
by
Yanis Bahroun
et al
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02-09-2021
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A Real-World Demonstration of Machine Learning
Generalizability: Intracranial Hemorrhage Detection on
Head CT
by
Hojjat Salehinejad
et al
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02-10-2021
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Anomaly Detection through Transfer Learning in
Agriculture and Manufacturing IoT Systems
by
Mustafa Abdallah
et al
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02-12-2021
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ReLU Neural Networks for Exact Maximum Flow Computation
by
Christoph Hertrich
et al
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02-10-2021
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Runtime Analysis of RLS and the (1+1) EA for the
Chance-constrained Knapsack Problem with Correlated
Uniform Weights
by
Yue Xie
et al
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02-10-2021
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A Neural Network with Local Learning Rules for Minor
Subspace Analysis
by
Yanis Bahroun
et al
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02-10-2021
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Deep Variational Autoencoder with Shallow Parallel Path
for Top-N Recommendation (VASP)
by
Vojtěch Vančura
et al
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02-09-2021
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The Factory Must Grow: Automation in Factorio
by
Kenneth N. Reid
et al
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02-09-2021
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Learning How to Search: Generating Effective Test Cases
Through Adaptive Fitness Function Selection
by
Hussein Almulla
et al
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02-10-2021
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Fast Classification Learning with Neural Networks and
Conceptors for Speech Recognition and Car Driving
Maneuvers
by
Stefanie Krause
et al
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02-11-2021
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Visualizing hierarchies in scRNA-seq data using a
density tree-biased autoencoder
by
Quentin Garrido
et al
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02-09-2021
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Consensus Based Multi-Layer Perceptrons for Edge
Computing
by
Haimonti Dutta
et al
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02-11-2021
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Searching for Designs in-between
by
Camilo Cruz Gambardella
et al
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02-12-2021
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Towards Large Scale Automated Algorithm Design by
Integrating Modular Benchmarking Frameworks
by
Amine Aziz-Alaoui
et al
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02-12-2021
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Leveraging Benchmarking Data for Informed One-Shot
Dynamic Algorithm Selection
by
Furong Ye
et al
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02-09-2021
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Multi-GPU SNN Simulation with Perfect Static Load
Balancing
by
Dennis Bautembach
et al
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02-09-2021
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Advanced Ore Mine Optimisation under Uncertainty Using
Evolution
by
William Reid
et al
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02-10-2021
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Pruning of Convolutional Neural Networks Using Ising
Energy Model
by
Hojjat Salehinejad
et al
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02-10-2021
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Towards Feature-Based Performance Regression Using
Trajectory Data
by
Anja Jankovic
et al
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02-10-2021
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Heuristic Strategies for Solving Complex Interacting
Stockpile Blending Problem with Chance Constraints
by
Yue Xie
et al
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02-09-2021
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Optimal Static Mutation Strength Distributions for the
(1+λ)(1+λ) Evolutionary Algorithm on OneMax
by
Maxim Buzdalov
et al
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