Gürbüzbalaban, Mert |
Rutgers University - RUTCOR/Rutgers Business School |
optimization, nonlinear programming, stochastic programming, numerical analysis, applied mathematics, applied probability, applied linear algebra |
|
Gallos, Lazaros |
Rutgers University - DIMACS |
Complex networks, online interactions, epidemic spreading, complex systems. |
Staff, Faculty, Executive Committee |
Gao, Jie |
Rutgers University - Computer Science |
Algorithms, Wireless Networks, Social Networks, Computational Geometry |
Executive Committee |
Garay, Juan |
Other |
Cryptography, distributed computing, algorithms. |
|
Garey, Michael |
Other |
Algorithms and complexity; discrete math; scheduling theory. |
|
Garg, Sumegha |
Rutgers University - Computer Science |
Complexity theory, learning theory, algorithmic fairness, and information theory |
|
Gear, C. William |
Other |
Numerical methods is computer vision; scientific computing; differential equations. |
|
Geller, James |
New Jersey Institute of Technology |
Medical Informatics, Medical Ontologies, Diversity in Computing |
|
Gennaro, Rosario |
Other |
|
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Gentry, Craig |
IBM Research |
Cryptography, complexity, combinatorics, coding theory, quantum computation |
|
Gilman, Robert |
Stevens Institute of Technology |
Group theory |
|
Gindikin, Simon |
Rutgers University - Mathematics |
Theory of representations; integral geometry; several complex variables; mathematical physics; molecular biology problems. |
|
Goldberg, Mark K. |
Rennselaer Polytechnic Institute |
Algorithms; graph theory; social networks |
|
Goldfarb, Don |
Columbia University |
Mathematical Programming; Optimization; Finance/Financial Engineering; Machine Learning. |
|
Goldin, Gerald |
Rutgers University - Other |
Mathematical physics; lie theory; mathematics education; psychology of problem solving. |
|
Gong, Ruobin (Robin) |
Rutgers University - Statistics |
Data privacy, foundations of statistical inference, Bayesian methodology and computation |
Executive Committee |
Goyal, Vineet |
Columbia University |
Dynamic optimization; decision making under uncertainty; pricing and revenue management. |
|
Greenfield, Stephen |
Rutgers University - Mathematics |
Complex analysis, partial differential equations, cryptography, mathematics education. |
|
Gruteser, Marco |
Rutgers University - Electrical and Computer Engineering |
Location-aware systems; Pervasive computing; systems; Privacy and security; Mobile networking; Sensor networks; Performance evaluation. |
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Gundy, Richard |
Rutgers University - Statistics |
Harmonic analysis, wavelets, probabilistic methods in analysis. |
|
Gunluk, Oktay |
Other |
Mixed-integer programming, combinatorial optimization, multicommodity flows. Modeling, optimization and computation. |
|
Gurvich, Vladimir |
Rutgers University - RUTCOR/Rutgers Business School |
Complexity of generating problems in combinatorics; game theory: Nash equilibrium, positional games; graph theory: edge and vertex coloring, perfect graphs |
|
Haber, Stuart |
Other |
cryptography, computer security, blockchain |
|
Hajiaghayi, Mohammad Taghi |
Other |
Design and analysis of algorithms; networking and routing; algorithmic graph theory; wireless network design; embeddings and its algorithmic aspects; auction design and game theory; random structures and algorithms; computational complexity |
|
Halevi, Shai |
IBM Research |
Cryptography and computer security |
|
Hirsh, Haym |
Other |
Artificial intelligence; machine learning. |
|
Ho, Tin Kam |
IBM Research |
Pattern recognition, data mining, interactive data visualization, modeling and simulation of complex systems, natural language understanding, and artificial intelligence. |
|
Hoover, Donald |
Rutgers University - Statistics |
Longitudinal methods, infectious disease epidemiology, clustered randomization and multiple comparisons. |
|
Horesh, Lior |
IBM Research |
optimization; numerical analysis; partial differential equations; inverse problems; simulation; machine learning; optimal experimental design; model mis-specification correction; neuroscience |
Executive Committee |
Horesh, Raya |
IBM Research |
Large scale non-linear optimization, PDE constrained optimization, inverse problems, numerical analysis |
|
Hsu, Daniel |
Columbia University |
Algorithmic statistics; machine learning; privacy. |
|
Hung, Ying |
Rutgers University - Statistics |
Experimental design, computer experiments |
|
Hwang, Frank |
Other |
Discrete math; optimization. |
|
Iyengar, Garud |
Columbia University |
Finance/Financial Engineering; Machine Learning; Optimization; Systemic Risk. |
|
Jacobson, Guy |
AT&T Labs Research |
Algorithms; data compression; games. |
|
Jaggard, Aaron |
Other |
Discrete mathematics, including: Theoretical foundations of network routing; Algebraic and enumerative combinatorics (especially combinatorial properties of permutations); Applications of algebra and logic to information assurance |
|
Jalali, Shirin |
Nokia Bell Labs |
Information theory, statistical signal processing, machine learning. |
|
Jebara, Tony |
Columbia University |
Machine Learning; Vision; Graph Algorithms; Spatio-Temporal Data. |
|
Jeong, Myong K. |
Rutgers University - Other |
Data mining, optimization methods for machine learning, computational statistics, chemometrics, and advanced data analysis. |
|
Jutla, Charanjit |
IBM Research |
Cryptography, complexity theory, coding theory and mathematical logic |
|
Kahn, Jeffry |
Rutgers University - Mathematics |
Discrete mathematics, probability, geometry and computer science. |
|
Kalagnanam, Jayant |
IBM Research |
Decision support, optimization, economics and their applications to electronic commerce and production planning and scheduling. |
|
Kalantari, Bahman |
Rutgers University - Computer Science |
Mathematical programming; matrix scaling; polynomial root-finding; polynomiography; art. |
|
Kale, Satyen |
Other |
Design of efficient and practical algorithms for fundamental problems in Machine Learning and Optimization; Decision making under uncertainty, statistical learning theory, combinatorial optimization, and convex optimization techniques such as linear and semidefinite programming |
|
Kannan, Sampath |
Other |
Program checking, reactive and real-time systems, probabilistic algorithms, learning theory, graph theory and combinatorics, computational biology. |
|
Kantor, Paul B. |
Rutgers University - Other |
Information retrieval and filtering systems and evaluation; security- related issues distributed detection and decision; quantum computation; the networked information environment and the value of information. |
|
Kapadia, Mubbasir |
Rutgers University - Computer Science |
Autonomous Virtual Humans, Human Crowd Modeling, Crowd-Aware Computer- Aided Environment Design, Computational Narrative, Serious Games |
|
Karloff, Howard |
Other |
Theoretical computer science, with an emphasis on approximation, on-line, and randomized algorithms. |
|
Katehakis, Michael |
Rutgers University - RUTCOR/Rutgers Business School |
Operations Research and Management Science, Business Analytics, Dynamic Programming, Adaptive Methods, Supply-Chain Optimization, Optimization. |
|
Kettenring, Jon |
Other |
Multivariate statistics; cluster analysis; massive data problems. |
|
Khanna, Sanjeev |
Other |
Design and analysis of algorithms; combinatorial optimization; application of combinatorial optimization techniques to computer systems; databases; network design, and robotics; structural complexity theory; combinatorics; graph theory. |
|
Khot, Subash |
Other |
PCPs and hardness of approximation; metric embeddings; lower bounds. |
|
Klappholz, David |
Stevens Institute of Technology |
Developing a concept inventory for discrete mathematics; CS education research. |
|
Klawe, Maria |
Other |
|
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Kodialam, Murali |
Nokia Bell Labs |
Algorithms, Network Optimization., Machine Learning for Networking Applications |
|
Kogan, Alexander |
Rutgers University - Other |
Boolean functions; discrete optimization; artificial intelligence. |
|
Kolaitis, Phokion |
IBM Research |
Logic in computer science, principles of database systems, computational complexity |
|
Kolassa, John |
Rutgers University - Statistics |
Saddlepoint approximation techniques and their applications to biostatistical inference, and combinatoric techniques in statistics. |
Executive Committee |
Kolesnikov, Vladimir |
Georgia Institute of Technology |
Cryptography (theoretical and applied), communication and network security, distributed algorithms. |
|
Komlos, Janos |
Rutgers University - Mathematics |
Combinatorics; probability; theoretical computer science. |
|
Kopparty, Swastik |
Other |
Theoretical Computer Science, Discrete Mathematics, Error-Correcting Codes, Complexity Theory, Probabilistic and Interactive Proofs, Finite Fields, Randomness and Pseudorandomness. |
|
Koutis, Ioannis |
New Jersey Institute of Technology |
Spectral Graph Theory, Exact and Parameterized Algorithms |
|
Krawczyk, Hugo |
IBM Research |
Cryptography, information security |
|
Kushnir, Dan |
Nokia Bell Labs |
Data Mining, Machine Learning, Numerical Analysis, and Applied Harmonic Analysis. |
|
Lakshman, T. V. |
Nokia Bell Labs |
Network design and optimization, traffic engineering, network performance, traffic models, resource allocation for software-defined networks and network function virtualization, machine learning applications in networking. |
|
Landwehr, Jim |
Other |
Data Analysis and Data Mining including classification, clustering, graphics, and statistical modeling. |
|
LaPaugh, Andrea |
Princeton University - Computer Science |
Information search; combinatorial algorithms; data mining. |
|
Latka, Brenda |
Other |
Structure theorems for tournaments, tournament classes defined by finite obstruction sets, well-quasi-orderings, and antichains of tournaments. |
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Lattime, Edmund |
Rutgers University - Cancer Institute of New Jersey |
|
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Lebowitz, Joel |
Rutgers University - Mathematics |
Statistical mechanics of equilibrium and nonequilibrium processes; discrete and continuous time stochastic particle systems; computer simulation of statistical mechanical model systems; foundations of statistical mechanics. |
|
LeCun, Yann |
Other |
Machine learning, computer vision, robotics, bioinformatics; data mining; digital libraries; data compression; physics of computation. |
|
Lee, Jon |
Other |
Optimization. |
|
Lesniak, Linda |
Other |
Combinatorics and graph theory. |
|
Levin, Simon Asher |
Princeton University - Other |
Modeling of ecological systems; dynamics of populations and communities; spatial heterogeneity and problem of scale; evolutionary, mathematical and theoretical ecology. |
|
Li, Jing |
New Jersey Institute of Technology |
Scheduling theory, parallel computing, real-time systems, design and analysis of cyber-physical systems and autonomous systems |
|
Li, Yi |
Stevens Institute of Technology |
Differential equations, applied math, mathematical biology, numerical computations. |
|
Liberty, Edo |
Other |
Algorithms for large scale data mining and machine learning. |
|
Lindqvist, Janne |
Rutgers University - Electrical and Computer Engineering |
My long-term research interests are in cybersecurity and human-centered computing, particularly 1) in solving important societal problems by applying soft nudges to human behavior using computer systems, and 2) in usable security for mobile systems and pervasive computing. |
|
Lipton, Richard |
Georgia Institute of Technology |
Algorithms, architecture; complexity; VLSI. |
|
Littman, Michael L. |
Other |
Algorithmic and experimental analysis of learning for sequential decision making, game theory, probabilistic satisfiability, navigation planning |
|
Liu, Regina |
Rutgers University - Statistics |
Resampling methods, nonparametric statistics, robust statistics, text mining, data depth, statistical quality control. |
|
Llorca, Jaime |
Nokia Bell Labs |
|
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Lovasz, Laci |
Other |
Discrete algorithms, in particular, sampling through Markov chains; geometric representations of graph; Colin de Verdiere number |
|
Lozano, Aurelie |
IBM Research |
Research interests include machine learning, statistics and optimization for high-dimensional data analysis, with applications to computational biology, environmental sciences, and social good problems. |
|
Lu, Yingdong |
IBM Research |
Stochastic processes, probabilistic analysis of large scale systems and algorithms. |
|
Lund, Carsten |
AT&T Labs Research |
Algorithms, tools, networking. |
|
Luo, Feng |
Rutgers University - Mathematics |
Combinatorial optimization in geometry, low-dimensional topology and geometry, and polyhedral geometry |
|
Lyons, Richard |
Rutgers University - Mathematics |
Finite simple groups. |
|
Madigan, David |
Other |
Data mining; statistical computing; Bayesian data analysis; graphical Markov models. |
|
Malkevitch, Joseph |
Other |
Geometry, especially geometry of polyhedra, graph theory, combinatorics, discrete mathematics, mathematical modeling, and mathematics education |
|
Malkin, Tal |
Columbia University |
cryptography; complexity theory; security; randomized algorithms. |
|
Mallows, Colin |
Other |
Statistical theory and methods, data analysis, software reliability, moment-problems, inequalities, combinatorics, coding theory. |
|
Mammone, Richard |
Rutgers University - Other |
The development of methods of signal analysis , computational models and pattern recognition algorithms used for the identification of people (Biometrics) ,chemicals (Chemometrics) and temporal spatial events (object recognition and tracking from video imagery). |
|
Maxemchuk, Nick |
Columbia University |
Network topologies, network protocols, multicasting, privacy, document marking, packet radio. |
|
Megiddo, Nimrod |
IBM Research |
Game theory |
|
Mehri Dehnavi, Maryam |
Rutgers University - Electrical and Computer Engineering |
High-Performance Computing; Machine Learning; Numerical Analysis; Data Mining; Scientific Computing; Computational Biology; Compilers. |
|
Melamed, Benjamin |
Rutgers University - Other |
System modeling and performance evaluation (mainly for telecommunications systems, supply chain management and homeland security operations); analytical and simulation modeling methodologies; hybrid simulation (discrete and fluid-flow transactions) and IPA (infinitesimal perturbation analysis); stochastic processes and time series; visual interactive environments for modeling and decision support |
|
Metaxas, Dimitris |
Rutgers University - Computer Science |
Human shape and motion estimation, human activity monitoring and recognition, medical image analysis,and modeling, biosensors, Physics-based modeling and simulation, computer animation, applications to homeland security. |
|
Miasnikov, Alexei |
Stevens Institute of Technology |
Algebra, theoretical computer science, cryptography |
|
Mihail, Milena |
Georgia Institute of Technology |
Randomized algorithms, Markov Chain Monte Carlo methods, algorithms and models for the Internet, the WWW, peer-to-peer networks and other complex networks. |
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