MLconf ATL Publishers

MLconf Atlanta Publishers:


Alan Turing’s Systems of Logic:
The Princeton Thesis
Edited and introduced by Andrew W. Appel
Alan Turing: the Enigma:
The Book That Inspired the Film The Imitation Game
Andrew Hodges
Statistics, Data Mining, and Machine Learning in Astronomy:
A Practical Python Guide for the Analysis of Survey Data
Željko Ivezić, Andrew J. Connolly, Jacob T. VanderPlas & Alexander Gray
Google’s PageRank and Beyond:
The Science of Search Engine Rankings
Amy N. Langville & Carl D. Meyer
Who’s #1?
The Science of Rating and Ranking
Amy N. Langville & Carl D. Meyer


Social Media Mining by Zafarani, Abbasi, and Liu.
Understanding Machine Learning by Shalev-Shwartz and Ben-David
Fundamentals of Stream Processing by Andrade et al
Privacy, Big Data, and the Social Good by Lane et al


*Offering 30% off discount to attendees

Schapire and Freund: Boosting: Foundations and Algorithms
Sugiyama and Kawanabe: Machine Learning in Non-Stationary Environments
Capelle, Scholkopf, Zien: Semi-Supervised Learning
Rish: Practical  Applications of Sparse Modeling
Nowozin: Advanced Structured Prediction
Sra et al: Optimization for Machine Learning
Koller and Friedman: Probabilistic Graphical Models
Murphy: Machine Leaning
Foundations of Machine Learning


*Attendees can save 20% using promo code AVN98.

Bayesian Programming
Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data
Multi-Label Dimensionality Reduction
Ensemble Methods: Foundations and Algorithms
Manifold Learning: Theory and Applications
Cost-Sensitive Machine Learning
A First Course in Machine Learning
Machine Learning: An Algorithmic Perspective, 2E
Bayesian Data Analysis, Third Edition
The BUGS Book: A Practical Introduction to Bayesian Analysis
Data Classification: Algorithms and Applications