Learning Workshop, April 3-6, 2012

POSTERS

POSTER SESSION A: Wednesday April 4, 19:00

164 Greedy structured dictionaries for fast sparse coding.
Y-Lan Boureau and Jean Ponce and Yann LeCun
[DjVu|PDF]
160 Intelligible Models for Classification and Regression
Rich Caruna, Yin Lou, Johannes Gehrke
[DjVu|PDF]
159 Bayesian Diffusion Decision Model for Adaptive k-Nearest Neighbor Classification
Y.K. Noh and F.C. Park and D.D. Lee
[DjVu|PDF]
155 Discriminative Learning of Sum-Product Networks
Robert Gens and Pedro Domingos
[DjVu|PDF]
151 Higher-order Spike-and-Slab Boltzmann Machines for Disentangling Factors of Variation
Aaron Courville and Guillaume Desjardins and Ian Goodfellow and Yoshua Bengio
[DjVu|PDF]
150 Learn to Write Popular Novels
Yuandong Tian
[DjVu|PDF]
145 2D similarity kernels and representations for sequence data
Pavel P. Kuksa
[DjVu|PDF]
143 Decoupling the Data Geometry from the Parameter Geometry for Stochastic Gradients
Tom Schaul and Sixin Zhang and Yann LeCun
[DjVu|PDF]
141 Fast Approximate Nearest Neighbor Search
Amit Goyal and Hal Daume III
[DjVu|PDF]
132 Loss functions for multi class learning and the geometry of the label space
Youssef Mroueh and Tomaso Poggio and Lorenzo Rosasco and Jean-Jacques E. Slotine
[DjVu|PDF]
131 A Robust Local Linear Data Decomposition
Brendt Wohlberg and Rick Chartrand, and James Theiler
[DjVu|PDF]
129 Sparsifying activation functions
Hélène Paugam-Moisy and Sébastien Rebecchi
[DjVu|PDF]
124 Name-Ethnicity Classfication with Multinomial Logistic Regression
Pucktada Treeratpituk and C. Lee Giles
[DjVu|PDF]
119 Global Climate Model Tracking using Geospatial Neighborhoods
Scott McQuade and Claire Monteleoni
[DjVu|PDF]
115 Text-to-Speech Synthesis for Whispered Speech
Liliya I. Tsirulnik, Valery A. Petrushin and Veronika Makarova
[DjVu|PDF]
113 Survival Analysis for Marketing
Jeong-Yoon Lee, Hang Zhang, and Valery A. Petrushin
[DjVu|PDF]
110 Randomized Feature Generation for Markov Network Structure Learning
Jan Van Haaren and Jesse Davis
[DjVu|PDF]
107 Information Forests
Zhao Yi, Stefano Soatto
[DjVu|PDF]
105 Transparent profile HMMs
Luis M. S. Russo and Ana T. Freitas and Arlindo L. Oliveira
[DjVu|PDF]
103 Adaptive Ensemble of Classifiers
Cesare Alippi and Giacomo Boracchi and Manuel Roveri
[DjVu|PDF]

POSTER SESSION B: Thursday April 5, 19:00

162 Discriminative Adaptation of Codebooks for Large-Scale Video Retrieval with Varying Content Queries
Sangmin Oh and Amitha Perera and Anthony Hoogs
[DjVu|PDF]
157 Annotation Concept Synthesis and Enrichment Analysis
Mikhail Jiline and Stan Matwin and Marcel Turcotte
[DjVu|PDF]
154 Towards Locating Objects in Video via Video-Level Tags
Matthias Grundmann and Glenn Hartmann and Vivek Kwatra and Omid Madani and Rahul Sukthankar
[DjVu|PDF]
152 Obtaining High Precision and Confidence via Combining Classifiers Trained on Independent Features
Omid Madani and Manfred Georg and David A. Ross
[DjVu|PDF]
148 Using string kernels to predict gene expression
Pavel P. Kuksa
[DjVu|PDF]
140 Inferring Tasks for Improved Network Structure Discovery
Diane Oyen and Eric Eaton and Terran Lane
[DjVu|PDF]
139 Image analysis as a regression problem
Eric Matzner-Lober and Nicolas Hengartner and Benoit Thieurmel and Brendt Wohlberg
[DjVu|PDF]
136 A Statistical Method for Learning the Residual Quickly, Accurately, and Language Independently
Anni Coden and Daniel Gruhl and Neal Lewis and Michael Tanenblatt
[DjVu|PDF]
135 Exchange Rate Forecasting with Ensemble K-PLS and Ensemble Neural Networks: A case study for the Indian Rupee/US Dollar
Mark J. Embrechts and Christopher J. Gatti and Jonathan Linton
[DjVu|PDF]
134 APRIL: Active Preference-based Reinforcement Learning
Riad Akrour and Marc Schoenauer and Michele Sebag
[DjVu|PDF]
130 An Improved Clustering Algorithm
Talya Meltzer and Jonathan S. Yedidia
[DjVu|PDF]
128 Computational Sensing and Characterization of Microglial Cell Responses to Implanted Microfabricated Neuroprosthetic Devices
James Blondin and William Shain and Amit Mukherjee and Zachary Galbreath and Jonathan Luisi and Christopher Gatti and Karen L. Smith and Kristin P. Bennett and Mark Embrechts and Badrinath Roysam
[DjVu|PDF]
125 Preserving Proximity Relations and Minimizing Edge-crossings in Graph Embeddings
Amina Shabbeer and Kristin P. Bennett
[DjVu|PDF]
123 Using a Solid State Physics Collaboratory and Machine Learning in order to Rapidly Accelerate the Time to New Materials Discovery
W. J. Brouwer and J.O. Sofo and J, Kubicki and C.L. Giles
[DjVu|PDF]
118 Learning Nonlinear Functions Using Regularized Greedy Forest
Rie Johnson and Tong Zhang
[DjVu|PDF]
114 Bayesian learning: engineered versus social networks
K. Drakopoulos and A. Ozdaglar and J. N. Tsitsiklis
[DjVu|PDF]
104 Online Clustering With Experts
Anna Choromanska and Claire Monteleoni
[DjVu|PDF]
101 Convolutional Networks Applied to House Numbers Digit Classification
Pierre Sermanet, Soumith Chintala and Yann LeCun
[DjVu|PDF]