A concise overview of Byte-Pair Encoding and its role in NLP.
― 6 min read
Mathematics - Optimization and Control
RSSLatest Articles
Latest Articles
Examining how conservation laws influence model training and performance.
― 7 min read
Learn how optimal transport efficiently moves resources while minimizing costs.
― 5 min read
New methods enhance molecular dynamics simulations using deep learning for collective variable identification.
― 5 min read
Innovative methods improve efficiency in complex control problems across various fields.
― 4 min read
A study on improving function approximation methods and their error estimation.
― 6 min read
A method to enhance target positioning despite unreliable measurements.
― 5 min read
A method to predict MILP solver settings using machine learning.
― 7 min read
A new method improves Ising machines' efficiency in solving complex optimization problems.
― 6 min read
A deep dive into port-Hamiltonian systems for managing energy flow.
― 4 min read
Research focuses on improving coefficient reconstruction in medical imaging through thermoacoustic methods.
― 5 min read
A method using data to design controllers for nonlinear systems through Control Lyapunov Functions.
― 5 min read
This article examines the effects of power line outages in electricity distribution systems.
― 5 min read
Exploring connections between grid structure and electricity optimization performance.
― 4 min read
A new approach to manage decentralized optimization in systems with affine constraints.
― 5 min read
Learn how fuzzy optimization aids in uncertain decision-making across various fields.
― 5 min read
Discover how opinions shift and influence each other over time.
― 6 min read
New techniques aim to speed up Support Vector Machine performance dramatically.
― 4 min read
AutoencODE adapts neural networks to variable layer widths for improved performance.
― 6 min read
A look at how entropy regularization enhances multi-marginal optimal transport methods.
― 5 min read
A method for determining stability in systems using complex coefficient polynomials.
― 5 min read
This article details a powerful parallel method for solving positive linear programs in graphs.
― 5 min read
A new approach using random methods improves finding solutions with constraints.
― 5 min read
Combining drones and trucks offers quicker and efficient parcel delivery.
― 6 min read
Learn how stochastic optimization addresses uncertainty in various fields.
― 5 min read
New methods enhance accuracy in control systems using step functions.
― 6 min read
A new method for planning effective vaccination campaigns amid the pandemic.
― 8 min read
Absorbing games challenge traditional game theory with unexpected outcomes.
― 5 min read
Drones and trucks can work together to improve delivery efficiency.
― 4 min read
A model to assess how failures spread among interconnected financial organizations.
― 5 min read
Scylla offers an efficient method for tackling mixed-integer optimization problems.
― 5 min read
A look into the significance of eigenvalue constraints in matrix optimization.
― 7 min read
Introducing PG-GLOnet for tackling high-dimensional optimization problems efficiently.
― 6 min read
An overview of control systems, feedback, and challenges in modern engineering.
― 4 min read
New methods enhance object tracking and identification in multimedia content.
― 5 min read
A new approach improves control systems handling uncertainty.
― 5 min read
A new model to tackle challenges in analyzing irregularly sampled time series data.
― 5 min read
This article explores methods to enhance Gaussian processes through gradient incorporation and covariance adjustments.
― 7 min read
A closer look at sliced Wasserstein distance in probability comparisons.
― 5 min read
This article examines the role of bang-bang controls in optimizing complex systems.
― 5 min read
This article explores solutions for nonconvex and nonsmooth optimization challenges.
― 6 min read