Technical Reports & Publications
FODAVA-09-01
Efficient Simultaneous Multi-Scale Computation of FFTs
Dave Cohen
Camille Goudeseune
Mark Hasegawa-Johnson
FODAVA-09-02
ABC-Boost: Adaptive Base Class Boost for Multi-class Classification
Ping Li
FODAVA-09-03
Compressed Counting
Ping Li
FODAVA-09-04
Improving Compressed Counting
Ping Li
FODAVA-09-05
Computationally Efficient Estimators for Dimension Reductions Using Stable
Random Projections
Ping Li
FODAVA-09-06
One Sketch For All: Theory and Application of Conditional Random Sampling
Ping Li
Kenneth W. Church
Trevor J. Hastie
FODAVA-09-07
Two-stage Framework for Visualization of Clustered High Dimensional Data
Jaegul Choo
Shawn Bohn
Haesun Park
FODAVA-09-08
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
Jingu Kim
Haesun Park
FODAVA-09-09
Non-Negative Matrix Factorization, Convexity and Isometry
Nikolaos Vasiloglou
Alexander G. Gray
David V. Anderson
FODAVA-09-10
Scalable Semidefinite Manifold Learning
Nikolaos Vasiloglou
Alexander G. Gray
David V. Anderson
FODAVA-09-11
QUIC-SVD: Fast SVD Using Cosine Trees
Michael P. Holmes
Alexander G. Gray
Charles Lee Isbell, Jr.
FODAVA-09-12
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method
Dongryeol Lee
Alexander Gray
FODAVA-09-13
Convex Optimization Methods for Dimension Reduction and Coefficient Estimation in Multivariate Linear Regression
Zhaosong Lu
Renato D. C. Monteiro
Ming Yuan
FODAVA-09-14
The Dantzig Selector and Sparsity Oracle Inequalities
Vladimir Koltchinskii
FODAVA-09-15
Rademacher Complexities and Bounding the Excess Risk in Active Learning
Vladimir Koltchinskii
FODAVA-09-16
Asymptotics of Statistical Estimators of Integral
Vladimir Koltchinskii
Lyudmila Sakhanenko
FODAVA-09-17
Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
Vladimir Koltchinskii
FODAVA-09-18
Statistical and Computational Tradeoffs in Stochastic Composite Likelihood
Joshua Dillon
Guy Lebanon
FODAVA-09-19
Domain Knowledge Uncertainty and Probabilistic Parameter Constraints
Yi Mao
Guy Lebanon
FODAVA-09-20
Generalized Isotonic Conditional Random Fields
Yi Mao
Guy Lebanon
FODAVA-09-21
Local Likelihood Modeling of the Concept Drift Phenomenon
Yang Zhao
Guy Lebanon
Yanjun Zhao
FODAVA-09-22
Visualizing Differences in Web Search Algorithms using the Expected Weighted Hoeffding Distance
Mingxuan Sun
Guy Lebanon
Kevyn Collins-Thompson