Visualizing Flow of Uncertainty through Analytical Processes

Yingcai Wu, Guo-Xun Yuan, Kwan-Liu Ma

Ambiguity-Free Edge-Bundling for Interactive Graph Visualization

Sheng-Jie Luo, Chun-Liang Liu, Bing-Yu Chen, Kwan-Liu Ma

Clustering, Visualizing, and Navigating for Large Dynamics Graphs

Arnaud Sallaberry, Chris Muelder, and Kwan-Liu Ma

Visual Reasoning about Social Networks using Centrality Sensitivities

Carlos Correa, Tarik Crnovrsanin, Kwan-Liu Ma

Visual Recommendations for Network Navigation

Tarik Crnovrsanina, Isaac Liao, Yingcai Wu, Kwan-Liu Ma

Interactive Visual Analysis of Hierarchical Enterprise Data

Yu-Hsuan Chan, Kimberly Keeton, Kwan-Liu Ma

Flow-based Scatterplots for Sensitivity Analysis

Yu-Hsuan Chan, Carlos Correa, Kwan-Liu Ma

Proximity-based Visualization of Movement Trace Data

Tarik Crnovrsanin, Chris Muelder, Carlos Correa, and Kwan-Liu Ma

A Framework for Uncertainty-Aware Visual Analytics

Carlos Correa, Yu-Hsuan Chan, Kwan-Liu Ma

Social Network Discovery Based on Sensitivity Analysis

Tarik Crnovrsanin, Carlos Correa, Kwan-Liu Ma

Phoenix++: Modular MapReduce for Shared-Memory Systems

Justin Talbot, Richard M. Yoo, Christos Kozyrakis

Phoenix++: Modular MapReduce for Shared-Memory Systems

Justin Talbot, Richard M. Yoo, Christos Kozyrakis

Data Representation and Exploration with Geometric Wavelets

Eric E. Monson, Guangliang Chen, Rachael Brady, Mauro Maggioni

Trellis Display for Modeling Data from Designed Experiments

Montserrat Fuentes, Bowei Xi, William S. Cleveland

A Streaming Statistical Algorithm for Detection of SSH Keystroke Packets in TCP Connections

Saptarshi Guha, Paul Kidwell, Ashrith Barthur, William S. Cleveland, John Gerth, Carter Bullard

Von Neumann Entropy Penalization and Low Rank Matrix Estimation

Vladimir Koltchinskii

Nuclear Norm Penalization and Optimal Rates for Noisy Low-Rank Matrix Completion

Vladimir Koltchinskii, Karim Louniciz, Alexandre B. Tsybako

Multiscale Analysis of Time Series of Graphs

James D. Lee, Mauro Maggioni

Multiscale Geometric and Spectral Analysis of Plane Arrangements

Guangliang Chen, Mauro Maggioni

Some Recent Advances in Multiscale Geometric Analysis of Point Clouds

Guangliang Chen, Anna V. Little, Mauro Maggioni, Lorenzo Rosasco

Arc Length-Based Aspect Ratio Selection

Justin Talbot, John Gerth, Pat Hanrahan

Jointly Learning Data-Dependent Label and Locality-Preserving Projections

Chang Wang, Sridhar Mahadevan

Heterogeneous Domain Adaptation using Manifold Alignment

Chang Wang, Sridhar Mahadevan

Algorithms to automatically quantify the geometric similarity of anatomical surfaces

Doug M. Boyer, Yaron Lipman, Elizabeth St. Clair, Jesus Puente, Biren A. Patel, Thomas Funkhouser, Jukka Jernvall, Ingrid Daubechies

Blended Intrinsic Maps

Vladimir G. Kim, Yaron Lipman, Thomas Funkhouse

Connecting the Dots between PubMed Abstracts

M. Shahriar Hossain, Joseph Gresock, Yvette Edmonds, Richard Helm, Malcolm Potts, Naren Ramakrishnan

Global Consistency in the Automatic Assembly of
Fragmented Artefacts

A. García Castañeda, B. Brown, S. Rusinkiewicz, T. Funkhouser, T. Weyrich

Learning How to Match Fresco Fragments

T. Funkhouser, H. Shin, C. Toler-Franklin, A. García Castañeda, B. Brown, D. Dobkin, Rusinkiewicz, T. Weyrich

Helping Intelligence Analysts make Connections

M. Shahriar Hossain, Christopher Andrews, Naren Ramakrishnan, Chris North

A GPU-based Approximate SVD Algorithm

Blake Foster, Sridhar Mahadevan, Rui Wang

Discovering Network Structure Beyond Communities

Takashi Nishikawa, Adilson E. Motter

Real-world acoustic event detection

Xiaodan Zhuang, Xi Zhou, Mark A. Hasegawa-Johnson, Thomas S. Huang

Multi-Source Domain Adaptation and Its Application to Early Detection of Fatigue

Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson

Efficient Methods for Overlapping Group Lasso

Lei Yuan, Jun Liu, Jieping Ye,

Metric Graph Reconstruction from Noisy Data

Mridul Aanjaneya, Frederic Chazal, Daniel Chen, Marc Glisse, Leonidas Guibas, Dmitriy Morozov

Joint Shape Segmentation with Linear Programming

Qixing Huang, Vladlen Koltun, Leonidas Guibas

Probabilistic Reasoning for Assembly-Based 3D Modeling

Siddhartha Chaudhuri, Evangelos Kalogerakis, Leonidas Guibas, Vladlen Koltun

Exploration of Continuous Variability in Collections of 3D Shapes

Maks Ovsjanikov, Wilmot Li, Leonidas Guibas, Niloy J. Mitra

An Optimization Approach to
Improving Collections of Shape Maps

Andy Nguyen, Mirela Ben-Chen, Katarzyna Welnicka, Yinyu Ye, Leonidas Guibas

Discovery of Intrinsic Primitives on Triangle Meshes

Justin Solomon, Mirela Ben-Chen, Adrian Butscher, Leonidas Guibas

Observation-level Interaction with Statistical Models for Visual Analytics

Alex Endert, Chao Han, Dipayan Maiti, Leanna House, Scotland Leman, Chris North

Wax On, Wax Off: Relearning How to Teach Data Analysis. An Interactive Visual Approach

Scotland C. Leman, Leanna House

Initialization and Restart in Stochastic Local Search: Computing a Most Probable
Explanation in Bayesian Networks

Ole J. Mengshoel, David C. Wilkins, Dan Roth

Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization

Lu Zheng, Ole Mengshoel, Jike Chong

Integrating Probabilistic Reasoning and Statistical Quality Control Techniques for Fault Diagnosis in Hybrid Domains

Brian Ricks, Craig Harrison, Ole J. Mengshoel

Visualizing and Understanding Large-Scale Bayesian Networks

Michele Cossalter, Ole Mengshoel, Ted Selker

Multi-sensory Features for Personnel Detection at Border Crossing

Po-Sen Huang, Thyagaraju Damarla, Mark Hasegawa-Johnson

Novel Gaussianized vector representation for improved natural scene categorization

Xi Zhou, Xiaodan Zhuang, Hao Tang, Mark Hasegawa-Johnson, Thomas S. Huang

Multimodal Speech and Audio User Interfaces for K-12 Outreach

Mark Hasegawa-Johnson, Camille Goudeseune, Jennifer Cole, Hank Kaczmarski, Heejin Kim, Sarah King, Timothy Mahrt, Jui-Ting Huang, Xiaodan Zhuang, Kai-Hsiang Lin, Harsh Vardhan Sharma, Zhen Li, Thomas S. Huang

Normalized Recognition of Speech and Audio Events

Mark A. Hasegawa-Johnson, Jui-Ting Huang, Sarah King, Xi Zhou

Theory and Applications of b-Bit Minwise Hashing

Ping Li, Arnd Christian König

Towards a Universal Sketch for Origin-Destination Network Measurements

Haiquan (Chuck) Zhao, Nan Hua, Ashwin Lall, Ping Li, Jia Wang, Jun (Jim) Xu

Improving clustering by learning a bi-stochastic data similarity matrix

Fei Wang, Ping Li, Arnd Christian König, Muting Wan

User-Level Sentiment Analysis Incorporating Social Networks

Chenhao Tan, Lillian Lee, Jie Tang, Long Jiang, Ming Zhou, Ping Li

A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic

Ping Li, Cun-Hui Zhang

Hashing Algorithms for Large-Scale Learning

Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian K¨onig

Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora

Bin Lu, Chenhao Tan, Claire Cardie, Benjamin K. Tsou

Does Bad News Go Away Faster?

Shaomei Wu, Chenhao Tan, Jon Kleinberg, Michael Macy

Efficient Document Clustering via Online Nonnegative Matrix Factorizations

Fei Wang, Chenhao Tan, Arnd Christian Konig, Ping Li

Compressed Nonnegative Sparse Coding

Fei Wang, Ping Li

Analyzing Fracture Patterns in TheranWall Paintings

H. Shin, C. Doumas, T. Funkhouser, S. Rusinkiewicz, K. Steiglitz, A. Vlachopoulos, T. Weyrich

Symmetry Factored Embedding And Distance

Yaron Lipman, Xiaobai Chen, Ingrid Daubechies, Thomas Funkhouser

Möbius Transformations For Global Intrinsic Symmetry Analysis

Vladimir G. Kim, Yaron Lipman, Xiaobai Chen, Thomas Funkhouser

Fuzzy Geodesics and Consistent Sparse Correspondences For Deformable Shapes

Jian Sun, Xiaobai Chen, Thomas A. Funkhouser

Biharmonic Distance

Y. Lipman, R. M. Rustamov, T. A. Funkhouser

Real-world acoustic event detection

Xiaodan Zhuang, Xi Zhou, Mark A. Hasegawa-Johnson, Thomas S. Huang

Novel Gaussianized Vector Representation for Improved Natural Scene Categorization

Xi Zhou, Xiaodan Zhuang, Hao Tang, Mark Hasegawa-Johnson, Thomas S. Huang

A Bi-directional Visualization Pipeline that Enables Visual to Parametric Interation (V2PI)

Scotland C. Leman, Leanna House, Dipayan Maiti, Alex Endert, Chris North

An Extension of Wilkinson’s Algorithm for Positioning Tick Labels on Axes

Justin Talbot, Sharon Lin, Pat Hanrahan

Generalized Crowding for Genetic Algorithms

Severino F. Galan, Ole J. Mengshoel

A Fast Algorithm for Sparse PCA and a New Sparsity Control Criteria

Yunlong He, Renato D.C. Monteiro, Haesun Park

Diagnosing Intermittent and Persistent Faults using Static Bayesian Networks

Brian W. Ricks, Ole J. Mengshoel

Second-order Poisson Nernst-Planck solver for ion channel transport

Qiong Zheng, Duan Chen, Guo-Wei Wei

Quantum dynamics in continuum for proton channel transport

Duan Chen, Guo-Wei Wei

A Unified Discontinuous Galerkin Framework for Time Integration

Sigal Gottlieb, Guo-wei Wei, Shan Zhao

Differential geometry based solvation model II: Lagrangian formulation

Zhan Chen, Nathan A. Baker, Guo-wei Wei

Multiscale molecular dynamics using the matched interface and boundary method

Weihua Geng, Guo-wei Wei

MIBPB: A Software Package for Electrostatic Analysis

Duan Chen, Zhan Chen, Changjun Chen, Weihua Geng, Guo-wei Wei

Differential geometry based solvation model I: Eulerian formulation

Zhan Chen, Nathan A. Baker, Guo-Wei Wei

Modeling and simulation of electronic structure, material interface and random doping in nano-electronic devices

Duan Chen, Guo-Wei Wei

A Multiscale Model for Virus Capsid Dynamics

Changjun Chen, Rishu Saxena, Guo-Wei Wei

Differential Geometry Based Multiscale Models

Guo-Wei Wei

An efficient algorithm for sparse PCA

Yunlong He, Renato D.C. Monteiro, Haesun Park

Multifractal and Gaussian Fractional Sum-Difference Models for Internet Traffic

David Anderson, William S. Cleveland, Bowei Xi

Understanding the scalability of Bayesian network inference using clique tree growth curves

Ole J. Mengshoel

Probabilistic Model-Based Diagnosis: An Electrical Power System Case Study

Ole J. Mengshoel, Mark Chavira, Keith Cascio, Scott Poll, Adnan Darwiche, Serdar Uckun

Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks

Ole J. Mengshoel, Dan Roth, David C. Wilkins

A Streaming Statistical Algorithm for Detection of SSH Keystroke Packets in TCP Connections

Saptarshi Guha, Paul Kidwell, Ashrith Barthur, William S. Cleveland, John Gerth, Carter Bullard

Optimal Multi-Microphone Speech Enhancement in Cars

Lae-Hoon Kim, Mark Hasegawa-Johnson

Trellis Display for Modeling Data from Designed Experiments

Montserrat Fuentes, Bowei Xi, William S. Cleveland

The Visualization Pipeline is Broken

Chris North, Alex Endert, Christopher Andrews1, Glenn Fink

Probabilistic Similarity Logic

Matthias Brocheler, Lilyana Mihalkova, Lise Getoor

Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning

Matthias Brocheler, Lise Getoor

Decision-Driven Models with Probabilistic Soft Logic

Stephen H. Bach, Matthias Broecheler, Stanley Kok, Lise Getoor

How to "Alternatize" a Clustering Algorithm

M. Shahriar Hossain, Naren Ramakrishnan, Ian Davidson, Layne T. Watson

Efficiently Discovering Hammock Paths from Induced Similarity Networks

M. Shahriar Hossain, Michael Narayan, Naren Ramakrishnan

Efficient Nonnegative Matrix Factorization with Random Projections

Fei Wang, Ping Li

Learning a Bi-Stochastic Data Similarity Matrix

Fei Wang, Ping Li, Arnd Christian König

b-Bit Minwise Hashing for Estimating Three-Way Similarities

Ping Li, Arnd Christian König, Wenhao Gui

b-Bit Minwise Hashing

Ping Li, Arnd Christian König

Approximating Higher-Order Distances Using Random Projections

Ping Li, Michael W. Mahoney, Yiyuan She

Robust LogitBoost and Adaptive Base Class (ABC) LogitBoost

Ping Li

Sparsity in Multiple Kernel Learning

Vladimir Koltchinskii, Ming Yuan

Sparse Recovery in Convex Hulls of Infinite Dictionaries

Vladimir Koltchinskii, Stas Minsker

Rademacher Complexities and Bounding the Excess Risk in Active Learning

Vladimir Koltchinskii

Two-way Gaussian mixture models for high dimensional classification

Mu Qiao, Jia Li, *Data set for this report is available under the menu option - "Data Sets"

Bayesian Visual Analytics: BaVA

Leanna House, Scotland Leman, Chao Han

Image Webs: Computing and Exploiting Connectivity in Image Collections

Kyle Heath, Natasha Gelfand, Maks Ovsjanikov, Mridul Aanjaneya, Leonidas J. Guibas

Efficient Simultaneous Multi-Scale Computation of FFTs

Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson

ABC-Boost: Adaptive Base Class Boost for Multi-class Classification

Ping Li

Compressed Counting

Ping Li

Improving Compressed Counting

Ping Li

Computationally Efficient Estimators for Dimension Reductions Using Stable

Random Projections

Ping Li

One Sketch For All: Theory and Application of Conditional Random Sampling

Ping Li, Kenneth W. Church, Trevor J. Hastie

Two-stage Framework for Visualization of Clustered High Dimensional Data

Jaegul Choo, Shawn Bohn, Haesun Park

Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons

Jingu Kim, Haesun Park

Non-Negative Matrix Factorization, Convexity and Isometry

Nikolaos Vasiloglou, Alexander G. Gray, David V. Anderson

Scalable Semidefinite Manifold Learning

Nikolaos Vasiloglou, Alexander G. Gray, David V. Anderson

QUIC-SVD: Fast SVD Using Cosine Trees

Michael P. Holmes, Alexander G. Gray, Charles Lee Isbell, Jr.

Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method

Dongryeol Lee, Alexander Gray

Convex Optimization Methods for Dimension Reduction and Coefficient Estimation in Multivariate Linear Regression

Zhaosong Lu, Renato D. C. Monteiro, Ming Yuan

The Dantzig Selector and Sparsity Oracle Inequalities

Vladimir Koltchinskii

Rademacher Complexities and Bounding the Excess Risk in Active Learning

Vladimir Koltchinskii

Asymptotics of Statistical Estimators of Integral

Vladimir Koltchinskii, Lyudmila Sakhanenko

Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

Vladimir Koltchinskii

Statistical and Computational Tradeoffs in Stochastic Composite Likelihood

Joshua Dillon, Guy Lebanon

Domain Knowledge Uncertainty and Probabilistic Parameter Constraints

Yi Mao, Guy Lebanon

Generalized Isotonic Conditional Random Fields

Yi Mao, Guy Lebanon

Local Likelihood Modeling of the Concept Drift Phenomenon

Yang Zhao, Guy Lebanon, Yanjun Zhao

Visualizing Differences in Web Search Algorithms using the Expected Weighted Hoeffding Distance

Mingxuan Sun, Guy Lebanon, Kevyn Collins-Thompson

Proximity of Persistence Modules and their Diagrams

Frédéric Chazal, David Cohen-Steiner, Marc Glisse, Leonidas J. Guibas, Steve Y. Oudot

Gromov-Hausdorff Stable Signatures for Shapes using Persistence

Frédéric Chazal, David Cohen-Steiner, Leonidas J. Guibas, Facundo Mémoli, Steve Y. Oudot

Characterization, Stability and Convergence of Hierarchical Clustering Methods

Gunnar Carlsson, Facundo Mémoli

Computing Multidimensional Persistence

Gunnar Carlsson, Gurjeet Singh, Afra Zomorodian

Persistent Cohomology and Circular Coordinates

Vin de Silva, Mikael Vejdemo-Johansson

Shape Decomposition using Modal Analysis

Qi-Xing Huang, Martin Wicke, Bart Adams, Leonidas Guibas

Robust Voronoi-based Curvature and Feature Estimation

Quentin Mérigot, Maks Ovsjanikov, Leonidas Guibas

A Concise and Provably Informative Multi-Scale Signature Based on Heat Diffusion

Jian Sun, Maks Ovsjanikov, Leonidas Guibas

Topological methods for exploring low-density states in biomolecularfolding pathways

Yuan Yao, Jian Sun, Xuhui Huang, Gregory R. Bowman, Gurjeet Singh, Michael Lesnick, Leonidas J. Guibas, Vijay S. Pande, Gunnar Carlsson

Zigzag Persistent Homology and Real-valued Functions

Gunnar Carlsson, Vin de Silva, Dmitriy Morozov

Structural Insight into RNA Hairpin Folding Intermediates

Gregory R. Bowman, Xuhui Huang, Yuan Yao, Jian Sun, Gunnar Carlsson, Leonidas J. Guibas

Topology and Data

Gunnar Carlsson

Zigzag Persistence

Gunnar Carlsson, VIN DE SILVA

The Theory of Multidimensional Persistence

Gunnar Carlsson, Afra Zomorodian