ALT 2001

26 papers

A Random Sampling Technique for Training Support Vector Machines José L. Balcázar, Yang Dai, Osamu Watanabe

A Simpler Analysis of the Multi-Way Branching Decision Tree Boosting Algorithm Kohei Hatano

Discovering Mechanisms: A Computational Philosophy of Science Perspective Lindley Darden

Efficient Learning of Semi-Structured Data from Queries Hiroki Arimura, Hiroshi Sakamoto, Setsuo Arikawa

Extending Elementary Formal Systems Steffen Lange, Gunter Grieser, Klaus P. Jantke

Inference of Omega-Languages from Prefixes Colin de la Higuera, Jean-Christophe Janodet

Inventing Discovery Tools: Combining Information Visualization with Data Mining Ben Shneiderman

Learning by Switching Type of Information Sanjay Jain, Frank Stephan

Learning Coherent Concepts Ashutosh Garg, Dan Roth

Learning How to Separate Sanjay Jain, Frank Stephan

Learning Intermediate Concepts Stephen Kwek

Learning Languages in a Union Sanjay Jain, Yen Kaow Ng, Tiong Seng Tay

Learning of Boolean Functions Using Support Vector Machines Ken Sadohara

Learning Recursive Functions Refutably Sanjay Jain, Efim B. Kinber, Rolf Wiehagen, Thomas Zeugmann

Learning Regular Languages Using RFSA François Denis, Aurélien Lemay, Alain Terlutte

Loss Functions, Complexities, and the Legendre Transformation Yuri Kalnishkan, Michael V. Vyugin, Volodya Vovk

Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard Jirí Síma

Non-Linear Inequalities Between Predictive and Kolmogorov Complexities Michael V. Vyugin, Vladimir V. V'yugin

On Learning Correlated Boolean Functions Using Statistical Queries Ke Yang

On the Comparison of Inductive Inference Criteria for Uniform Learning of Finite Classes Sandra Zilles

Queries Revisited Dana Angluin

Real-Valued Multiple-Instance Learning with Queries Daniel R. Dooly, Sally A. Goldman, Stephen Kwek

Refutable Language Learning with a Neighbor System Yasuhito Mukouchi, Masako Sato

Refuting Learning Revisited Wolfgang Merkle, Frank Stephan

Robot Baby 2001 Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal

The Discovery Science Project in Japan Setsuo Arikawa