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Sudipto Guha

Papers on DiSC'06


Wavelet Synopsis for Data Streams: Minimizing non-Euclidean Error

Space Efficiency in Synopsis Construction Algorithms

Tutorial 2: Offline and Stream Algorithms for Efficient Computation of Synopsis Structures

Publications


Note: Links lead to the DBLP on the Web.

Sudipto Guha

Sudipto Guha, Nick Koudas , Divesh Srivastava , Xiaohui Yu : Reasoning About Approximate Match Query Results. ICDE 2006 : 8

Sudipto Guha, Boulos Harb : Approximation algorithms for wavelet transform coding of data streams. SODA 2006 : 698-707

Sudipto Guha, Andrew McGregor , Suresh Venkatasubramanian : Streaming and sublinear approximation of entropy and information distances. SODA 2006 : 733-742

Chandra Chekuri , Sudipto Guha, Joseph Naor : The Steiner k -Cut Problem. SIAM J. Discrete Math. 20 (1): 261-271 (2006)

Sudipto Guha, Boulos Harb : Wavelet synopsis for data streams: minimizing non-euclidean error. KDD 2005 : 88-97

Sudipto Guha, Kyuseok Shim : Offline and Data Stream Algorithms for Efficient Computation of Synopsis Structures. VLDB 2005 : 1364

Sudipto Guha: Space Efficiency in Synopsis Construction Algorithms. VLDB 2005 : 409-420

Julia Chuzhoy , Sudipto Guha, Eran Halperin , Sanjeev Khanna , Guy Kortsarz , Robert Krauthgamer , Joseph Naor : Asymmetric k -center is log * n -hard to approximate. J. ACM 52 (4): 538-551 (2005)

Moses Charikar , Sudipto Guha: Improved Combinatorial Algorithms for Facility Location Problems. SIAM J. Comput. 34 (4): 803-824 (2005)

Tugkan Batu , Sudipto Guha, Sampath Kannan : Inferring Mixtures of Markov Chains. COLT 2004 : 186-199

Julia Chuzhoy , Sudipto Guha, Sanjeev Khanna , Joseph Naor : Machine Minimization for Scheduling Jobs with Interval Constraints. FOCS 2004 : 81-90

Julia Chuzhoy , Sudipto Guha, Eran Halperin , Sanjeev Khanna , Guy Kortsarz , Joseph Naor : Asymmetric k-center is log * n -hard to approximate. STOC 2004 : 21-27

Sudipto Guha, Chulyun Kim , Kyuseok Shim : XWAVE: Approximate Extended Wavelets for Streaming Data. VLDB 2004 : 288-299

Sudipto Guha, Kyuseok Shim , Jungchul Woo : REHIST: Relative Error Histogram Construction Algorithms. VLDB 2004 : 300-311

Sudipto Guha, Nick Koudas , Amit Marathe , Divesh Srivastava : Merging the Results of Approximate Match Operations. VLDB 2004 : 636-647

Rajeev Alur , Swarat Chaudhuri , Kousha Etessami , Sudipto Guha, Mihalis Yannakakis : Compression of Partially Ordered Strings. CONCUR 2003 : 42-56

Chandra Chekuri , Sudipto Guha, Joseph Naor : Approximating Steiner k-Cuts. ICALP 2003 : 189-199

Sudipto Guha, Nick Koudas , Divesh Srivastava , Ting Yu : Index-Based Approximate XML Joins. ICDE 2003 : 708-710

Sudipto Guha, Dimitrios Gunopulos , Nick Koudas : Correlating synchronous and asynchronous data streams. KDD 2003 : 529-534

Sudipto Guha, Shankar Krishnan , Kamesh Munagala , Suresh Venkatasubramanian : Application of the two-sided depth test to CSG rendering. SI3D 2003 : 177-180

Sudipto Guha, Dimitrios Gunopulos , Nick Koudas , Divesh Srivastava , Michail Vlachos : Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints. VLDB 2003 : 778-789

Sudipto Guha, Rajeev Rastogi , Kyuseok Shim : Techniques for Clustering Massive Data Sets. Clustering and Information Retrieval 2003 : 35-82

Sudipto Guha, Athina Markopoulou , Fouad A. Tobagi : Hierarchical Reliable Multicast: Performance Analysis and Optimal Placement of Proxies. Computer Communications 26 (18): 2070-2081 (2003)

Julia Chuzhoy , Sudipto Guha, Sanjeev Khanna , Joseph Naor : Asymmetric k-center is log * n-hard to Approximate Electronic Colloquium on Computational Complexity (ECCC) (038): (2003)

Sudipto Guha, Adam Meyerson , Nina Mishra , Rajeev Motwani , Liadan O'Callaghan : Clustering Data Streams: Theory and Practice. IEEE Trans. Knowl. Data Eng. 15 (3): 515-528 (2003)

Sudipto Guha, Refael Hassin , Samir Khuller , Einat Or : Capacitated vertex covering. J. Algorithms 48 (1): 257-270 (2003)

Sudipto Guha, Adam Meyerson , Kamesh Munagala : A constant factor approximation algorithm for the fault-tolerant facility location problem. J. Algorithms 48 (2): 429-440 (2003)

Sudipto Guha, Piotr Indyk , S. Muthukrishnan , Martin Strauss : Histogramming Data Streams with Fast Per-Item Processing. ICALP 2002 : 681-692

Sudipto Guha, Nick Koudas : Approximating a Data Stream for Querying and Estimation: Algorithms and Performance Evaluation. ICDE 2002 : 567-

Liadan O'Callaghan , Adam Meyerson , Rajeev Motwani , Nina Mishra , Sudipto Guha: Streaming-Data Algorithms for High-Quality Clustering. ICDE 2002 : 685-

Sudipto Guha, Nick Koudas , Divesh Srivastava : Fast Algorithms For Hierarchical Range Histogram Construction. PODS 2002 : 180-187

Sudipto Guha, H. V. Jagadish , Nick Koudas , Divesh Srivastava , Ting Yu : Approximate XML joins. SIGMOD Conference 2002 : 287-298

Nitin Thaper , Sudipto Guha, Piotr Indyk , Nick Koudas : Dynamic multidimensional histograms. SIGMOD Conference 2002 : 428-439

Sudipto Guha, Kamesh Munagala : Improved algorithms for the data placement problem. SODA 2002 : 106-107

Sudipto Guha, Kamesh Munagala : Generalized clustering. SODA 2002 : 484-485

Amotz Bar-Noy , Sudipto Guha, Yoav Katz , Joseph Naor , Baruch Schieber , Hadas Shachnai : Throughput maximization of real-time scheduling with batching. SODA 2002 : 742-751

Sudipto Guha, Refael Hassin , Samir Khuller , Einat Or : Capacitated vertex covering with applications. SODA 2002 : 858-865

Anna C. Gilbert , Sudipto Guha, Piotr Indyk , S. Muthukrishnan , Martin Strauss : Near-optimal sparse fourier representations via sampling. STOC 2002 : 152-161

Anna C. Gilbert , Sudipto Guha, Piotr Indyk , Yannis Kotidis , S. Muthukrishnan , Martin Strauss : Fast, small-space algorithms for approximate histogram maintenance. STOC 2002 : 389-398

Moses Charikar , Sudipto Guha, Éva Tardos , David B. Shmoys : A Constant-Factor Approximation Algorithm for the k-Median Problem. J. Comput. Syst. Sci. 65 (1): 129-149 (2002)

Guy Even , Sudipto Guha, Baruch Schieber : Improved Approximations of Crossings in Graph Drawings and VLSI Layout Areas. SIAM J. Comput. 32 (1): 231-252 (2002)

Sudipto Guha, Adam Meyerson , Kamesh Munagala : Improved algorithms for fault tolerant facility location. SODA 2001 : 636-641

Sudipto Guha, Adam Meyerson , Kamesh Munagala : A constant factor approximation for the single sink edge installation problems. STOC 2001 : 383-388

Sudipto Guha, Nick Koudas , Kyuseok Shim : Data-streams and histograms. STOC 2001 : 471-475

Sudipto Guha, Rajeev Rastogi , Kyuseok Shim : Cure: An Efficient Clustering Algorithm for Large Databases. Inf. Syst. 26 (1): 35-58 (2001)

Amotz Bar-Noy , Sudipto Guha, Joseph Naor , Baruch Schieber : Approximating the Throughput of Multiple Machines in Real-Time Scheduling. SIAM J. Comput. 31 (2): 331-352 (2001)

Sudipto Guha: Nested Graph Dissection and Approximation Algorithms. FOCS 2000 : 126-135

Sudipto Guha, Nina Mishra , Rajeev Motwani , Liadan O'Callaghan : Clustering Data Streams. FOCS 2000 : 359-366

Sudipto Guha, Adam Meyerson , Kamesh Munagala : Hierarchical Placement and Network Design Problems. FOCS 2000 : 603-612

Guy Even , Sudipto Guha, Baruch Schieber : Improved approximations of crossings in graph drawings. STOC 2000 : 296-305

Sudipto Guha, Rajeev Rastogi , Kyuseok Shim : ROCK: A Robust Clustering Algorithm for Categorical Attributes. Inf. Syst. 25 (5): 345-366 (2000)

Amotz Bar-Noy , Sudipto Guha, Joseph Naor , Baruch Schieber : Message Multicasting in Heterogeneous Networks. SIAM J. Comput. 30 (2): 347-358 (2000)

Moses Charikar , Sudipto Guha: Improved Combinatorial Algorithms for the Facility Location and k-Median Problems. FOCS 1999 : 378-388

Sudipto Guha, Rajeev Rastogi , Kyuseok Shim : ROCK: A Robust Clustering Algorithm for Categorical Attributes. ICDE 1999 : 512-521

Moses Charikar , Sudipto Guha, Éva Tardos , David B. Shmoys : A Constant-Factor Approximation Algorithm for the k -Median Problem (Extended Abstract). STOC 1999 : 1-10

Sudipto Guha, Anna Moss , Joseph Naor , Baruch Schieber : Efficient Recovery from Power Outage (Extended Abstract). STOC 1999 : 574-582

Amotz Bar-Noy , Sudipto Guha, Joseph Naor , Baruch Schieber : Approximating the Throughput of Multiple Machines Under Real-Time Scheduling. STOC 1999 : 622-631

Sudipto Guha, Samir Khuller : Improved Methods for Approximating Node Weighted Steiner Trees and Connected Dominating Sets. Inf. Comput. 150 (1): 57-74 (1999)

Sudipto Guha, Samir Khuller : Greedy Strikes Back: Improved Facility Location Algorithms. J. Algorithms 31 (1): 228-248 (1999)

Moses Charikar , Chandra Chekuri , To-Yat Cheung , Zuo Dai , Ashish Goel , Sudipto Guha, Ming Li : Approximation Algorithms for Directed Steiner Problems. J. Algorithms 33 (1): 73-91 (1999)

Moses Charikar , Chandra Chekuri , Ashish Goel , Sudipto Guha, Serge A. Plotkin : Approximating a Finite Metric by a Small Number of Tree Metrics. FOCS 1998 : 379-388

Sudipto Guha, Samir Khuller : Improved Methods for Approximating Node Weighted Steiner Trees and Connected Dominating Sets. FSTTCS 1998 : 54-65

Sudipto Guha, Rajeev Rastogi , Kyuseok Shim : CURE: An Efficient Clustering Algorithm for Large Databases. SIGMOD Conference 1998 : 73-84

Moses Charikar , Chandra Chekuri , To-Yat Cheung , Zuo Dai , Ashish Goel , Sudipto Guha, Ming Li : Approximation Algorithms for Directed Steiner Problems. SODA 1998 : 192-200

Sudipto Guha, Samir Khuller : Greedy Strikes Back: Improved Facility Location Algorithms. SODA 1998 : 649-657

Moses Charikar , Chandra Chekuri , Ashish Goel , Sudipto Guha: Rounding via Trees: Deterministic Approximation Algorithms for Group Steiner Trees and k -Median. STOC 1998 : 114-123

Amotz Bar-Noy , Sudipto Guha, Joseph Naor , Baruch Schieber : Multicasting in Heterogeneous Networks. STOC 1998 : 448-453

Randeep Bhatia , Sudipto Guha, Samir Khuller , Yoram J. Sussmann : Facility Location with Dynamic Distance Function (Extended Abstract). SWAT 1998 : 23-34

Sudipto Guha, Samir Khuller : Approximation Algorithms for Connected Dominating Sets. Algorithmica 20 (4): 374-387 (1998)

Randeep Bhatia , Sudipto Guha, Samir Khuller , Yoram J. Sussmann : Facility Location with Dynamic Distance Functions. J. Comb. Optim. 2 (3): 199-217 (1998)

Sudipto Guha, Samir Khuller : Approximation Algorithms for Connected Dominating Sets. ESA 1996 : 179-193

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