Neural Information Processing Systems (NIPS) 2016 

Probability and Computing

Randomization and Probabilistic Techniques in Algorithms and Data Analysis

textbook

Mitzenmacher, Michael
Upfal, Eli
Published: July 2017
2nd Edition

Human and Machine Hearing

Extracting Meaning from Sound

Award Winner

Lyon, Richard F.
Published: June 2017

Probability on Trees and Networks

Lyons, Russell
Peres, Yuval
Published: April 2017

(1 reviews)

The Measure of All Minds

Evaluating Natural and Artificial Intelligence

Award Winner

Hernández-Orallo, José
Published: April 2017

(1 reviews)

The Structure and Dynamics of Cities

Urban Data Analysis and Theoretical Modeling

Barthelemy, Marc
Published: November 2016

Intelligence Analysis as Discovery of Evidence, Hypotheses, and Arguments

Connecting the Dots

Tecuci, Gheorghe
Schum, David A.
Marcu, Dorin
(+ 1 other)
Published: November 2016

Knowledge Engineering

Building Cognitive Assistants for Evidence-based Reasoning

Tecuci, Gheorghe
Marcu, Dorin
Boicu, Mihai
(+ 1 other)
Published: November 2016

Basic Concepts in Data Structures

Klein, Shmuel Tomi
Published: October 2016

Financial Analytics with R

Building a Laptop Laboratory for Data Science

Bennett, Mark J.
Hugen, Dirk L.
Published: October 2016

(4 reviews)

Turing's Imitation Game

Conversations with the Unknown

Warwick, Kevin
Shah, Huma
Published: September 2016

Compact Data Structures

A Practical Approach

Navarro, Gonzalo
Published: September 2016

Twenty Lectures on Algorithmic Game Theory

Roughgarden, Tim
Published: September 2016

Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

Award Winner

Efron, Bradley
Hastie, Trevor
Published: July 2016

Multilayer Social Networks

Dickison, Mark E.
Magnani, Matteo
Rossi, Luca
Published: July 2016

Network Science

textbook Award Winner

Barabási, Albert-László
Published: July 2016

(1 reviews)

Speech and Audio Processing

A MATLAB®-based Approach

McLoughlin, Ian Vince
Published: July 2016

Algorithms and Models for Network Data and Link Analysis

Fouss, François
Saerens, Marco
Shimbo, Masashi
Published: July 2016

Big Crisis Data

Social Media in Disasters and Time-Critical Situations

Castillo, Carlos
Published: July 2016

Interactions with Search Systems

Award Winner

White, Ryen W.
Published: June 2016

Handbook of Computational Social Choice

Brandt, Felix
Conitzer, Vincent
Endriss, Ulle
(+ 2 others)
Published: April 2016