Malik Magdon-Ismail

Ali Çivril, Malik Magdon-Ismail: Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix. Algorithmica 65(1): 159-176 (2013)

Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff: The Fast Cauchy Transform and Faster Robust Linear Regression. SODA 2013: 466-477

Elliot Anshelevich, Ameya Hate, Malik Magdon-Ismail: Seeding Influential Nodes in Non-Submodular Models of Information Diffusion. CoRR abs/1302.5455 (2013)

Malik Magdon-Ismail, Jonathan T. Purnell: Approximating the covariance matrix of GMMs with low-rank perturbations. IJDMMM 4(2): 107-122 (2012)

Ali Çivril, Malik Magdon-Ismail: Column subset selection via sparse approximation of SVD. Theor. Comput. Sci. 421: 1-14 (2012)

Sibel Adali, Tina Liu, Malik Magdon-Ismail: An analysis of optimal link bombs. Theor. Comput. Sci. 437: 1-20 (2012)

Sanmay Das, Malik Magdon-Ismail: A Model for Information Growth in Collective Wisdom Processes. TKDD 6(2): 6 (2012)

Pranay Anchuri, Malik Magdon-Ismail: Communities and Balance in Signed Networks: A Spectral Approach. ASONAM 2012: 235-242

Mark K. Goldberg, Malik Magdon-Ismail, James Thompson: Identifying Long Lived Social Communities Using Structural Properties. ASONAM 2012: 647-653

Michael W. Mahoney, Petros Drineas, Malik Magdon-Ismail, David P. Woodruff: Fast approximation of matrix coherence and statistical leverage. ICML 2012

Mark K. Goldberg, J. Greenman, Bridget Gutting, Malik Magdon-Ismail, John Schwartz, William A. Wallace: Graph search beyond text: Relational searches in semantic hyperlinked data. ISI 2012: 153-155

Aseem Brahma, Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail: A bayesian market maker. ACM Conference on Electronic Commerce 2012: 215-232

Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail: Attentive Betweenness Centrality (ABC): Considering Options and Bandwidth When Measuring Criticality. SocialCom/PASSAT 2012: 358-367

Malik Magdon-Ismail, Brian Orecchio: Guard your connections: infiltration of a trust/reputation based network. WebSci 2012: 195-204

Cindy Hui, Yulia Tyshchuk, William A. Wallace, Malik Magdon-Ismail, Mark K. Goldberg: Information cascades in social media in response to a crisis: a preliminary model and a case study. WWW (Companion Volume) 2012: 653-656

Sibel Adali, Fred Sisenda, Malik Magdon-Ismail: Actions speak as loud as words: predicting relationships from social behavior data. WWW 2012: 689-698

Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail: Rich Coresets For Constrained Linear Regression. CoRR abs/1202.3505 (2012)

Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail: Near-Optimal Target Learning With Stochastic Binary Signals. CoRR abs/1202.3704 (2012)

Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff: The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1. CoRR abs/1207.4684 (2012)

Paul Horn, Malik Magdon-Ismail: Spreading Processes and Large Components in Ordered, Directed Random Graphs. CoRR abs/1209.2088 (2012)

Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas: Random Projections for Support Vector Machines. CoRR abs/1211.6085 (2012)

Mark K. Goldberg, Malik Magdon-Ismail: Embedding a Forest in a Graph. Electr. J. Comb. 18(1) (2011)

Stephen Kelley, Mark K. Goldberg, Konstantin Mertsalov, Malik Magdon-Ismail, William A. Wallace: Overlapping communities in social networks. IJSCCPS 1(2): 135-159 (2011)

Marco Baglietto, Lubica Benusková, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert A. Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco Wiering, Vicente Zarzoso: Editorial: One Year as EiC, and Editorial-Board Changes at TNN. IEEE Transactions on Neural Networks 22(1): 1-7 (2011)

Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad: Instructor Rating Markets. AMMA 2011: 31-32

Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail: Near Optimal Column-Based Matrix Reconstruction. FOCS 2011: 305-314

Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail, Jonathan T. Purnell: Prominence Ranking in Graphs with Community Structure. ICWSM 2011

Travis J. Desell, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Benjamin A. Willett, Matthew Arsenault, Heidi Jo Newberg: Evolving N-Body Simulations to Determine the Origin and Structure of the Milky Way Galaxy's Halo Using Volunteer Computing. IPDPS Workshops 2011: 1888-1895

Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail: Sparse Features for PCA-Like Linear Regression. NIPS 2011: 2285-2293

Cindy Hui, Malik Magdon-Ismail, William A. Wallace, Mark K. Goldberg: Aborting a Message Flowing through Social Communities. SocialCom/PASSAT 2011: 410-417

Malik Magdon-Ismail, Jonathan T. Purnell: SSDE-Cluster: Fast Overlapping Clustering of Networks Using Sampled Spectral Distance Embedding and GMMs. SocialCom/PASSAT 2011: 756-759

Mark K. Goldberg, Malik Magdon-Ismail, Srinivas Nambirajan, James Thompson: Tracking and Predicting Evolution of Social Communities. SocialCom/PASSAT 2011: 780-783

Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail: Near-Optimal Target Learning With Stochastic Binary Signals. UAI 2011: 69-76

Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail: Near-Optimal Column-Based Matrix Reconstruction. CoRR abs/1103.0995 (2011)

Sibel Adali, Tina Liu, Malik Magdon-Ismail: An Analysis of Optimal Link Bombs. CoRR abs/1103.1359 (2011)

Malik Magdon-Ismail: Using a Non-Commutative Bernstein Bound to Approximate Some Matrix Algorithms in the Spectral Norm. CoRR abs/1103.5453 (2011)

Malik Magdon-Ismail: A Note On Estimating the Spectral Norm of A Matrix Efficiently. CoRR abs/1104.2076 (2011)

Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, David P. Woodruff: Fast approximation of matrix coherence and statistical leverage. CoRR abs/1109.3843 (2011)

Christos Boutsidis, Malik Magdon-Ismail: Deterministic Feature Selection for $k$-means Clustering. CoRR abs/1109.5664 (2011)

Sanmay Das, Allen Lavoie, Malik Magdon-Ismail: Pushing Your Point of View: Behavioral Measures of Manipulation in Wikipedia. CoRR abs/1111.2092 (2011)

Cindy Hui, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Simulating the Diffusion of Information: An Agent-Based Modeling Approach. IJATS 2(3): 31-46 (2010)

Malik Magdon-Ismail, Konstantin Mertsalov: A permutation approach to validation. Statistical Analysis and Data Mining 3(6): 361-380 (2010)

Travis J. Desell, David P. Anderson, Malik Magdon-Ismail, Heidi Jo Newberg, Boleslaw K. Szymanski, Carlos A. Varela: An analysis of massively distributed evolutionary algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8

Travis J. Desell, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Heidi Jo Newberg, David P. Anderson: Validating Evolutionary Algorithms on Volunteer Computing Grids. DAIS 2010: 29-41

Malik Magdon-Ismail, Jonathan T. Purnell: Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations. IDEAL 2010: 300-307

Sibel Adali, Robert Escriva, Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, Boleslaw K. Szymanski, William A. Wallace, Gregory Todd Williams: Measuring behavioral trust in social networks. ISI 2010: 150-152

Malik Magdon-Ismail: Permutation Complexity Bound on Out-Sample Error. NIPS 2010: 1531-1539

Costas Busch, Malik Magdon-Ismail: Optimal Oblivious Routing in Hole-Free Networks. QSHINE 2010: 421-437

Malik Magdon-Ismail, Konstantin Mertsalov: A Permutation Approach to Validation. SDM 2010: 882-983

Sanmay Das, Malik Magdon-Ismail: Collective wisdom: information growth in wikis and blogs. ACM Conference on Electronic Commerce 2010: 231-240

Mark K. Goldberg, Stephen Kelley, Malik Magdon-Ismail, Konstantin Mertsalov, Al Wallace: Finding Overlapping Communities in Social Networks. SocialCom/PASSAT 2010: 104-113

Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail: Measuring Similarity between Sets of Overlapping Clusters. SocialCom/PASSAT 2010: 303-308

Cindy Hui, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Agent-based simulation of the diffusion of warnings. SpringSim 2010: 9

Nathan Cole, Travis J. Desell, Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Malik Magdon-Ismail, Heidi Jo Newberg, Boleslaw K. Szymanski, Carlos A. Varela: Evolutionary Algorithms on Volunteer Computing Platforms: The MilkyWay@Home Project. Parallel and Distributed Computational Intelligence 2010: 63-90

Ali Çivril, Malik Magdon-Ismail: Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix. CoRR abs/1006.4349 (2010)

Malik Magdon-Ismail: Row Sampling for Matrix Algorithms via a Non-Commutative Bernstein Bound. CoRR abs/1008.0587 (2010)

Aseem Brahma, Sanmay Das, Malik Magdon-Ismail: Comparing Prediction Market Structures, With an Application to Market Making. CoRR abs/1009.1446 (2010)

Victor Boyarshinov, Malik Magdon-Ismail: Efficient Computation of Optimal Trading Strategies. CoRR abs/1009.4683 (2010)

Mark K. Goldberg, Malik Magdon-Ismail: Embedding a Forest in a Graph. CoRR abs/1011.3882 (2010)

Costas Busch, Malik Magdon-Ismail: Atomic routing games on maximum congestion. Theor. Comput. Sci. 410(36): 3337-3347 (2009)

Ali Çivril, Malik Magdon-Ismail: On selecting a maximum volume sub-matrix of a matrix and related problems. Theor. Comput. Sci. 410(47-49): 4801-4811 (2009)

Konstantin Mertsalov, Malik Magdon-Ismail, Mark K. Goldberg: Models of Communication Dynamics for Simulation of Information Diffusion. ASONAM 2009: 194-199

Chris Wynnyk, Malik Magdon-Ismail: Pricing the American Option Using Reconfigurable Hardware. CSE (2) 2009: 532-536

Travis J. Desell, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Heidi Jo Newberg, Nathan Cole: Robust Asynchronous Optimization for Volunteer Computing Grids. eScience 2009: 263-270

Jonathan T. Purnell, Malik Magdon-Ismail: Learning American English Accents Using Ensemble Learning with GMMs. ICMLA 2009: 47-52

Stephen Kelley, Mark K. Goldberg, Malik Magdon-Ismail, Konstantin Mertsalov: Stability of individual and group behavior in a blog network. ISI 2009: 7-12

Stephen Kelley, Mark K. Goldberg, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace, Mohammed Javeed Zaki: graphOnt: An ontology based library for conversion from semantic graphs to JUNG. ISI 2009: 170-172

Travis J. Desell, Anthony Waters, Malik Magdon-Ismail, Boleslaw K. Szymanski, Carlos A. Varela, Matthew Newby, Heidi Jo Newberg, Andreas Przystawik, David P. Anderson: Accelerating the MilkyWay@Home Volunteer Computing Project with GPUs. PPAM (1) 2009: 276-288

Costas Busch, Malik Magdon-Ismail, Fikret Sivrikaya, Bülent Yener: Contention-free MAC protocols for asynchronous wireless sensor networks. Distributed Computing 21(1): 23-42 (2008)

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Reverse Engineering a Social Agent-Based Hidden Markov Model - VISAGE. Int. J. Neural Syst. 18(6): 491-526 (2008)

Malik Magdon-Ismail, Joseph Sill: A linear fit gets the correct monotonicity directions. Machine Learning 70(1): 21-43 (2008)

Jeffrey Baumes, Hung-Ching Chen, Matthew Francisco, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: ViSAGE: A Virtual Laboratory for Simulation and Analysis of Social Group Evolution. TAAS 3(3) (2008)

Volkan Isler, Malik Magdon-Ismail: Sensor Selection in Arbitrary Dimensions. IEEE T. Automation Science and Engineering 5(4): 651-660 (2008)

Costas Busch, Malik Magdon-Ismail, Jing Xi: Optimal Oblivious Path Selection on the Mesh. IEEE Trans. Computers 57(5): 660-671 (2008)

Ali Civril, Malik Magdon-Ismail: Deterministic Sparse Column Based Matrix Reconstruction via Greedy Approximation of SVD. ISAAC 2008: 414-423

Mark K. Goldberg, Malik Magdon-Ismail, Stephen Kelley, Konstantin Mertsalov: A locality model of the evolution of blog networks. ISI 2008: 191-193

Yingjie Zhou, Malik Magdon-Ismail, William A. Wallace, Mark K. Goldberg: A Generative Model for Statistical Determination of Information Content from Conversation Threads. ISI Workshops 2008: 331-342

Mark K. Goldberg, Malik Magdon-Ismail, Stephen Kelley, Konstantin Mertsalov: Stable Statistics of the Blogograph. ISIPS 2008: 104-114

Mark K. Goldberg, Stephen Kelley, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace: Communication Dynamics of Blog Networks. SNAKDD 2008: 36-54

Sanmay Das, Malik Magdon-Ismail: Adapting to a Market Shock: Optimal Sequential Market-Making. NIPS 2008: 361-368

Sibel Adali, Brandeis Hill, Malik Magdon-Ismail: Information vs. Robustness in Rank Aggregation: Models, Algorithms and a Statistical Framework for Evaluation. JDIM 5(5): 292-308 (2007)

Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas: Efficient bufferless packet switching on trees and leveled networks. J. Parallel Distrib. Comput. 67(11): 1168-1186 (2007)

Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas: Universal Bufferless Packet Switching. SIAM J. Comput. 37(4): 1139-1162 (2007)

Victor Boyarshinov, Malik Magdon-Ismail: Efficient Optimal Linear Boosting of a Pair of Classifiers. IEEE Transactions on Neural Networks 18(2): 317-328 (2007)

Bülent Yener, Malik Magdon-Ismail, Fikret Sivrikaya: Joint problem of power optimal connectivity and coverage in wireless sensor networks. Wireless Networks 13(4): 537-550 (2007)

Travis J. Desell, Nathan Cole, Malik Magdon-Ismail, Heidi Jo Newberg, Boleslaw K. Szymanski, Carlos A. Varela: Distributed and Generic Maximum Likelihood Evaluation. eScience 2007: 337-344

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Learning What Makes a Society Tick. ICDM Workshops 2007: 195-200

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Discover the power of social and hidden curriculum to decision making: experiments with enron email and movie newsgroups. ICMLA 2007: 154-159

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems. IDEAL 2007: 940-949

Jeffrey Baumes, Mark K. Goldberg, Mykola Hayvanovych, Stephen Kelley, Malik Magdon-Ismail, Konstantin Mertsalov, William A. Wallace: SIGHTS: A Software System for Finding Coalitions and Leaders in a Social Network. ISI 2007: 193-199

Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas, Paul G. Spirakis: Direct Routing: Algorithms and Complexity. Algorithmica 45(1): 45-68 (2006)

Victor Boyarshinov, Malik Magdon-Ismail: Linear time isotonic and unimodal regression in the L₁ and L_infinity norms. J. Discrete Algorithms 4(4): 676-691 (2006)

Costas Busch, Malik Magdon-Ismail: Atomic Routing Games on Maximum Congestion. AAIM 2006: 79-91

Ali Civril, Malik Magdon-Ismail, Eli Bocek-Rivele: SSDE: Fast Graph Drawing Using Sampled Spectral Distance Embedding. Graph Drawing 2006: 30-41

Sibel Adali, Brandeis Hill, Malik Magdon-Ismail: The Impact of Ranker Quality on Rank Aggregation Algorithms: Information vs. Robustness. ICDE Workshops 2006: 37

Hung-Ching Chen, Malik Magdon-Ismail: NN-OPT: Neural Network for Option Pricing Using Multinomial Tree. ICONIP (3) 2006: 360-369

Jeffrey Baumes, Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon-Ismail, William A. Wallace, Mohammed Javeed Zaki: Finding Hidden Group Structure in a Stream of Communications. ISI 2006: 201-212

Hung-Ching Chen, Malik Magdon-Ismail: Learning Martingale Measures From High Frequency Financial Data to Help Option Pricing. JCIS 2006

Petros Drineas, Malik Magdon-Ismail, Gopal Pandurangant, Reino Virrankoski, Andreas Savvides: Distance Matrix Reconstruction from Incomplete Distance Information for Sensor Network Localization. SECON 2006: 536-544

Costas Busch, Mukkai S. Krishnamoorthy, Malik Magdon-Ismail: Hardness Results for Cake Cutting. Bulletin of the EATCS 86: 85-106 (2005)

Sibel Adali, Tina Liu, Malik Magdon-Ismail: Optimal Link Bombs are Uncoordinated. AIRWeb 2005: 58-69

Costas Busch, Shailesh Kelkar, Malik Magdon-Ismail: Efficient Bufferless Routing on Leveled Networks. Euro-Par 2005: 931-940

Ali Civril, Malik Magdon-Ismail, Eli Bocek-Rivele: SDE: Graph Drawing Using Spectral Distance Embedding. Graph Drawing 2005: 512-513

Seyit Ahmet Çamtepe, Mark K. Goldberg, Malik Magdon-Ismail, Mukkai Krishn: Detecting conversing groups of chatters: a model, algorithms, and tests. IADIS AC 2005: 89-96

Jeffrey Baumes, Mark K. Goldberg, Mukkai S. Krishnamoorthy, Malik Magdon-Ismail, Nathan Preston: Finding communities by clustering a graph into overlapping subgraphs. IADIS AC 2005: 97-104

Costas Busch, Malik Magdon-Ismail, Jing Xi: Optimal Oblivious Path Selection on the Mesh. IPDPS 2005

Jeffrey Baumes, Mark K. Goldberg, Malik Magdon-Ismail: Efficient Identification of Overlapping Communities. ISI 2005: 27-36

Jonathan T. Purnell, Malik Magdon-Ismail, Heidi Jo Newberg: A Probabilistic Approach to Finding Geometric Objects in Spatial Datasets of the Milky Way. ISMIS 2005: 485-493

Costas Busch, Malik Magdon-Ismail, Jing Xi: Oblivious routing on geometric networks. SPAA 2005: 316-324

Mark K. Goldberg, D. Hollinger, Malik Magdon-Ismail: Experimental Evaluation of the Greedy and Random Algorithms for Finding Independent Sets in Random Graphs. WEA 2005: 513-523

Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas, Paul G. Spirakis: Direct Routing: Algorithms and Complexity. ESA 2004: 134-145

Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas, Roger Wattenhofer: Near-Optimal Hot-Potato Routing on Trees. Euro-Par 2004: 820-827

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail: Identifying Multi-ID Users in Open Forums. ISI 2004: 176-186

Jeffrey Baumes, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace: Discovering Hidden Groups in Communication Networks. ISI 2004: 378-389

Costas Busch, Malik Magdon-Ismail, Marios Mavronicolas: Universal Bufferless Routing. WAOA 2004: 239-252

Costas Busch, Malik Magdon-Ismail, Fikret Sivrikaya, Bülent Yener: Contention-Free MAC Protocols for Wireless Sensor Networks. DISC 2004: 245-259

Malik Magdon-Ismail, Joseph Sill: Using a Linear Fit to Determine Monotonicity Directions. COLT 2003: 477-491

Malik Magdon-Ismail, Mark K. Goldberg, William A. Wallace, David Siebecker: Locating Hidden Groups in Communication Networks Using Hidden Markov Models. ISI 2003: 126-137

Malik Magdon-Ismail, Costas Busch, Mukkai S. Krishnamoorthy: Cake-Cutting Is Not a Piece of Cake. STACS 2003: 596-607

Malik Magdon-Ismail, Amir F. Atiya: Density estimation and random variate generation using multilayer networks. IEEE Transactions on Neural Networks 13(3): 497-520 (2002)

Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa: The Multilevel Classification Problem and a Monotonicity Hint. IDEAL 2002: 410-415

Eric Breimer, Mark K. Goldberg, Brian Kolstad, Malik Magdon-Ismail: On the Height of a Random Set of Points in a d-Dimensional Unit Cube. Experimental Mathematics 10(4): 583-597 (2001)

Yaser S. Abu-Mostafa, Amir F. Atiya, Malik Magdon-Ismail, Halbert L. White: Introduction to the special issue on neural networks in financial engineering. IEEE Transactions on Neural Networks 12(4): 653-656 (2001)

Malik Magdon-Ismail: The equivalent martingale measure: an introduction to pricing using expectations. IEEE Transactions on Neural Networks 12(4): 684-693 (2001)

Eric Breimer, Mark K. Goldberg, Brian Kolstad, Malik Magdon-Ismail: Experimental Evaluation of the Height of a Random Set of Points in a d-Dimensional Cube. ALENEX 2001: 161-171

Mark K. Goldberg, Darren T. Lim, Malik Magdon-Ismail: A learning algorithm for string assembly. BIOKDD 2001: 31-37

Malik Magdon-Ismail: No Free Lunch for Noise Prediction. Neural Computation 12(3): 547-564 (2000)

Malik Magdon-Ismail, Amir F. Atiya: The Early Restart Algorithm. Neural Computation 12(6): 1303-1312 (2000)

Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail: No Free Lunch for Early Stopping. Neural Computation 11(4): 995-1009 (1999)

Malik Magdon-Ismail, Amir F. Atiya: Neural Networks for Density Estimation. NIPS 1998: 522-528

Zehra Cataltepe, Malik Magdon-Ismail: Incorporating Test Inputs into Learning. NIPS 1997