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Tame Your DataŚConstrained Spline Regression

The Wolfram System's recent advances in disciplined convex programming are applied to a multi-objective optimization problem: find a cubic spline function with small data distance and curvature. We add positivity, monotonicity and convexity constraints, which we express as norm cone constraints.

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Channels: Technology Conference

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1311 videos match your search.
Tom Wickham-Jones and Daniel Sanchez
The Wolfram Compiler converts Wolfram Language code into machine instructions that run directly on the CPU. It can speed up programs and provides opportunities for innovative programming features such as ...
Paul Abbott
This talk gives an overview of the Educational Innovation track at the Wolfram Summer School with Wolfram Community highlights. The school includes: Wolfram Language training, lectures on computational thinking, mentoring ...
Shadi Ashnai and Markus van Almsick
Recent developments in AI give image and signal processing a major boost. We focus on advancements in image segmentation, OCR and speech recognition and synthesis. We integrated neural networks directly ...
Sahithi Cherukuri
This reusable LSTM-based household diagnostic decreases misdiagnoses of CVDs (the cause of 32% of deaths) and can reduce thousands of tons of medical waste daily. The 83.8% diagnosing accuracy and 93.3% overall functionality ...
Carlo Giacometti
Video is still new in the Wolfram Language, and in this talk we'll explore the latest additions to our collection of functions. Some highlights are extended subtitle support, advanced video ...
Piotr Wendykier and Sean Cheren
Efficient data import and representation is a key to any data science project dealing with large datasets. This talk will discuss import and export of Parquet, Arrow IPC and CSV ...
Ankit Naik and Jan Brugard
In this presentation, the key features for System Modeler 13.3, as well as the upcoming Version 14, will be presented. This includes interactive real-time simulations, the ability to change preferred unit system, ...
John Fultz
Ian Hojnicki
This presentation introduces the front end's upcoming resource system and how you can use it in your future projects.
Oliver Ruebenkoenig and Vedat Senol
In this talk, we show how to combine System Modeler and finite element analysis. We show how System Modeler can drive FEM and how a FEM can drive a system ...
Rafal Chojna and Jay Warendorff
Wolfram/Chess provides import and export capabilities for widely used chess FEN and PGN formats. You can import chess games and positions as Wolfram Language expressions and analyze them using ...
Erick Espinosa Juarez, Jan Brugard and Atefeh Esmaeilzadeh
This talk covers Version 2 of the Aircraft library. This version adds the possibility to model drones and includes models of quadrotors. The library has been restructured for easier on-boarding and ...
John Pacey
This talk will briefly demonstrate new features and improvements in cloud notebooks. It will also include an overview of our current roadmap and updates on enterprise support for integrating LLM ...
Jason Biggs
This talk covers new upcoming chemistry functionality for Wolfram Language, including enhancements for molecular visualization and new data structures to represent crystal structures and large biomolecules. In addition, the ChemistryFunctions ...
Harald Biller
The Wolfram System's recent advances in disciplined convex programming are applied to a multi-objective optimization problem: find a cubic spline function with small data distance and curvature. We add positivity, ...
Ian Wright
Wolfram Language provides an advanced framework for rapidly prototyping neural network applications and exploring research ideas. In this talk, I demonstrate the language features that helped me develop a novel ...
Jason Sonnenberg and Camilo Castrillon-Toro
Recent and upcoming features of Wolfram|Alpha, Wolfram|Alpha Notebook Edition and the Wolfram Language related to chemical education are discussed. These features include expanded Step-by-Step support, improved free form ...
Peter Taborek
This talk covers a mathematical methods course at UC Irvine. Physical Science students use ebooks that are collections of Mathematica notebooks. Assignments are created and submitted via Mathematica notebooks. For ...
Stephen Wolfram
Stephen Wolfram is the creator of Mathematica, Wolfram|Alpha and the Wolfram Language; the author of A New Kind of Science; and the founder and CEO of Wolfram Research.
Christopher Wolfram