Publications: BibTeX Entries

  • Uniquely Represented Data Structures with Applications to Privacy . Summary
    	
    @phdthesis{golovin08,
      author = {Daniel Golovin},
      title = {Uniquely Represented Data Structures with Applications to Privacy},
      school = {Carnegie Mellon University},
      address = {Pittsburgh, PA},
      year = {2008},	
      month = {August},
      note = {Available as Technical Report CMU-CS-08-135}
    }
    
  • Dynamic Resource Allocation in Conservation Planning. Summary
    @inproceedings{aaai2011,
      author = {Daniel Golovin and Andreas Krause and Beth Gardner
                and Sarah J. Converse and Steve Morey},
      title = {Dynamic Resource Allocation in Conservation Planning},
      booktitle = {AAAI '07: Proceedings of the Twenty-Second AAAI },
      year = {2011},
      pages = {},
      note = {To appear},
    }
    
  • Randomized Sensing in Adversarial Environments. Summary
    @inproceedings{ijcai2011,
      author = {Andreas Krause and Alex Roper and Daniel Golovin},
      title = {Randomized Sensing in Adversarial Environments},
      booktitle = {Proceedings of the 22nd International Joint Conference
                   on Artificial Intelligence},
      year = {2011},
      pages = {},
      note = {To appear},
    }
    
  • Adaptive Submodular Optimization under Matroid Constraints. Summary
    @article{matroid2011_arxiv,
      author    = {Daniel Golovin and Andreas Krause},
      title     = {Adaptive Submodular Optimization under Matroid Constraints},
      journal   = {CoRR},
      volume    = {abs/1101.4450},
      year      = {2011},
      ee        = {http://arxiv.org/abs/1101.4450},
    }
    
  • Near-Optimal Bayesian Active Learning with Noisy Observations. Summary
    @incollection{NIPS2010_1100,
     title = {Near-Optimal Bayesian Active Learning with Noisy Observations},
     author = {Daniel Golovin and Andreas Krause and Debajyoti Ray},
     booktitle = {Advances in Neural Information Processing Systems 23},
     editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
     pages = {766--774},
     year = {2010}
    }
    
  • Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization. Summary
    @article{jair2011,
      author    = {Daniel Golovin and Andreas Krause},
      title     = {Adaptive Submodularity: Theory and Applications in
                   Active Learning and Stochastic Optimization},
      journal   = {Journal of Artificial Intelligence Research (JAIR)},
      volume    = {42},
      year      = {2011},
      pages     = {427--486},
      ee        = {http://dx.doi.org/10.1613/jair.3278},
    }
    
  • Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization. Summary
    @inproceedings{colt2010,
      author = {Daniel Golovin and Andreas Krause},
      title = {Adaptive Submodularity: A New Approach to Active Learning
               and Stochastic Optimization},
      booktitle = {23rd Annual Conference on Learning Theory},
      year = {2010},
      location = {Haifa, Israel},
      pages = {333--345},
    }
    
  • Online Distributed Sensor Selection. Summary
    @inproceedings{ipsn2010,
        author={Daniel Golovin and Matthew Faulkner and Andreas Krause},
        title={Online Distributed Sensor Selection},
        booktitle={Proc. of the 9th International Symposium on 
                   Information Processing in Sensor Networks (IPSN'10)},
        month={April},
        year={2010},
        location = {Stockholm, Sweden},
        pages = {220--231},       
    }
    
  • Online Learning of Assignments . Summary
    	
    @incollection{NIPS2009_0421,
     title = {Online Learning of Assignments},
     author = {Matthew Streeter and Daniel Golovin and Andreas Krause},
     booktitle = {Advances in Neural Information Processing Systems 22},
     editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta},
     pages = {1794--1802},
     year = {2009}
    }
    
  • The B-Skip-List: A Simpler Uniquely Represented Alternative to B-Trees. Summary
    @article{bskiplist,
      author    = {Daniel Golovin},
      title     = {The {B}-Skip-List: A Simpler Uniquely Represented Alternative
                   to {B}-Trees},
      journal   = {CoRR},
      volume    = {abs/1005.0662},
      year      = {2010},
      ee        = {http://arxiv.org/abs/1005.0662},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
    
  • B-Treaps: A Uniquely Represented Alternative to B-Trees . Summary
    	
    @inproceedings{btreap,
     author = {Daniel Golovin},
     title = {B-Treaps: A Uniquely Represented Alternative to B-Trees},
     booktitle = {ICALP '09: Proceedings of the 36th International Colloquium
                  on Automata, Languages and Programming},
     year = {2009},
     isbn = {978-3-642-02926-4},
     pages = {487--499},
     location = {Rhodes, Greece},
     doi = {http://dx.doi.org/10.1007/978-3-642-02927-1_41},
     publisher = {Springer-Verlag},
     address = {Berlin, Heidelberg},
    }
    
  • Simultaneous Source Location . Summary
    	
    @article{ssl,
      author    = {Konstantin Andreev and
                   Charles Garrod and
                   Daniel Golovin and
                   Bruce M. Maggs and
                   Adam Meyerson},
      title     = {Simultaneous source location},
      journal   = {ACM Transactions on Algorithms},
      volume    = {6},
      number    = {1},
      year      = {2009},
      pages = {1--17},
      issn = {1549-6325},
      doi = {http://doi.acm.org/10.1145/1644015.1644031},
      publisher = {ACM},
      address = {New York, NY, USA},
    }
    
  • Uniquely Represented Data Structures for Computational Geometry . Summary
    	
    @inproceedings{urcg,
      author    = {Guy E. Blelloch and
                   Daniel Golovin and
                   Virginia Vassilevska},
      title     = {Uniquely Represented Data Structures for Computational Geometry},
      booktitle = {{SWAT} '08: Proceedings of the 11th Scandinavian Workshop on Algorithm Theory},
      year      = {2008},
      pages     = {17--28},
      publisher = "Springer",
      address   = {Gothenburg, Sweden},
      month     = {July},
    }
    
    @techreport{BGV_techreport,
      author = {Guy E. Blelloch  and Daniel Golovin and Virginia Vassilevska},
      title = {Uniquely Represented Data Structures for Computational Geometry},
      institution = {Carnegie Mellon University},
      year = {2008},	
      month = {April},
      number = {CMU-CS-08-115}
    }
    
  • An Online Algorithm for Maximizing Submodular Functions . Summary
    @incollection{NIPS2008_0729,
     title = {An Online Algorithm for Maximizing Submodular Functions},
     author = {Matthew Streeter and Daniel Golovin},
     booktitle = {Advances in Neural Information Processing Systems 21},
     editor = {D. Koller and D. Schuurmans and Y. Bengio and L. Bottou},
     pages  = {1577-1584},
     year = {2008}
    }
    	
    As it appears on DBLP:
    -----------------------------
    @inproceedings{DBLP:conf/nips/StreeterG08,
      author    = {Matthew J. Streeter and
                   Daniel Golovin},
      title     = {An Online Algorithm for Maximizing Submodular Functions},
      booktitle = {NIPS},
      year      = {2008},
      pages     = {1577-1584},
      ee        = {http://books.nips.cc/papers/files/nips21/NIPS2008_0729.pdf},
      crossref  = {DBLP:conf/nips/2008},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
    
    @proceedings{DBLP:conf/nips/2008,
      editor    = {Daphne Koller and
                   Dale Schuurmans and
                   Yoshua Bengio and
                   L{\'e}on Bottou},
      title     = {Advances in Neural Information Processing Systems 21, Proceedings
                   of the Twenty-Second Annual Conference on Neural Information
                   Processing Systems, Vancouver, British Columbia, Canada,
                   December 8-11, 2008},
      booktitle = {NIPS},
      publisher = {MIT Press},
      year      = {2009},
      bibsource = {DBLP, http://dblp.uni-trier.de}
    }
    
    The Technical Report Version:
    -----------------------------
    @techreport{submod, 
      author = {Matthew Streeter and Daniel Golovin},
      title = {An Online Algorithm for Maximizing Submodular Functions},
      institution = {School of Computer Science, Carnegie Mellon University},
      year = {2007},	
      month = {December},
      number = {CMU-CS-07-171},	
    }
    
  • All-Norms and All-Lp-Norms Approximation Algorithms. Summary
    @inproceedings{allnorms,
      author ={Daniel Golovin and Anupam Gupta and Amit Kumar and Kanat Tangwongsan},
      title ={All-Norms and All-L_p-Norms Approximation Algorithms},
      booktitle ={IARCS Annual Conference on Foundations of Software Technology
                  and Theoretical Computer Science (FSTTCS 2008)},
      year ={2008},
      editor ={Ramesh Hariharan and Madhavan Mukund and V Vinay},
      publisher ={Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
      address ={Dagstuhl, Germany},
    }
    	
    @techreport{allnormsTR, 
      author = {Daniel Golovin and Anupam Gupta and Amit Kumar and Kanat Tangwongsan},
      title = {{All-Norms} and {All-$L_p$-Norms} Approximation Algorithms},
      institution = {School of Computer Science, Carnegie Mellon University},
      year = {2007},	
      month = {September},
      number = {CMU-CS-07-153},	
    }
    
  • Strongly History Independent Hashing with Applications. Summary
    @inproceedings{FOCS_SHI,
      title={Strongly History-Independent Hashing with Applications},
      author={Guy E. Blelloch and Daniel Golovin},
      booktitle = {48th Annual IEEE Symposium on Foundations of Computer Science},
      pages={272--282},  
      year=2007,
      month=Oct,
      publisher={IEEE},
    }
    
  • Strongly History Independent Hashing with Deletion. Summary
    	
    @techreport{SHI, 
      author = {Guy E. Blelloch and Daniel Golovin},
      title = {Strongly History Independent Hashing with Deletion},
      institution = {School of Computer Science, Carnegie Mellon University},
      year = {2006},	
      month = {October},
      number = {CMU-CS-06-156},	
    }
    
  • Combining Multiple Heuristics Online. Summary
    	
    @InProceedings{aaai07a,
      author = {Matthew Streeter and Daniel Golovin and Stephen F. Smith},
      title = {Combining Multiple Heuristics Online},
      booktitle = {AAAI '07: Proceedings of the Twenty-Second AAAI 
                   Conference on Artificial Intelligence},
      pages = {1197--1203},
      year = {2007},
      isbn = {978-1-57735-323-2},
      location = {Vancouver, British Columbia},
      address = {Menlo Park, California},
      publisher = {AAAI Press},
    }
    
  • Combining Multiple Constraint Solvers: Results on the CPAI '06 Competition Data. Summary
    	
    @InProceedings{cpai06,
     author = {Matthew Streeter and Daniel Golovin and Stephen F. Smith},
     title = {Combining Multiple Constraint Solvers: Results on the
     {CPAI'06} Competition Data},
     booktitle = {Proceedings of the Second International CSP Solver
     Competition},
     year = {2008},
     pages = {11--18},
    }
    
  • Restart Schedules for Ensembles of Problem Instances. Summary
    	
    @InProceedings{aaai07b,
      author = {Matthew Streeter and Daniel Golovin and Stephen F. Smith},
      title = {Restart Schedules for Ensembles of Problem Instances},
      booktitle = {AAAI '07: Proceedings of the Twenty-Second AAAI 
                   Conference on Artificial Intelligence},
      pages = {1204--1210},
      year = {2007},
      isbn = {978-1-57735-323-2},
      location = {Vancouver, British Columbia},
      address = {Menlo Park, California},
      publisher = {AAAI Press},
    }
    
  • Stochastic Packing-Market Planning. Summary
    	
    @inproceedings{SPMP,
       author = {Daniel Golovin},
       title = {Stochastic packing-market planning},
       booktitle = {EC '07: Proceedings of the 8th ACM conference on Electronic commerce},
       year = {2007},
       isbn = {978-1-59593-653-0},
       pages = {172--181},
       location = {San Diego, California, USA},
       doi = {http://doi.acm.org/10.1145/1250910.1250936},
       publisher = {ACM Press},
       address = {New York, NY, USA},
    }
    
  • Quorum Placement in Networks: Minimizing Network Congestion. Summary
      
    @inproceedings{quorums,
       author = {Daniel Golovin and Anupam Gupta and Bruce M. Maggs
                 and Florian Oprea and Michael K. Reiter},
       title = {Quorum placement in networks: minimizing network congestion},
       booktitle = {PODC '06: Proceedings of the twenty-fifth annual ACM 
                    symposium on Principles of distributed computing},
       year = {2006},
       isbn = {1-59593-384-0},
       pages = {16--25},
       location = {Denver, Colorado, USA},
       doi = {http://doi.acm.org/10.1145/1146381.1146388},
       publisher = {ACM Press},
       address = {New York, NY, USA},
     }
    
  • Pay Today for a Rainy Day: Improved Approximation Algorithms for Demand-Robust Min-Cut and Shortest Path Problems. Summary
      
    @inproceedings{robust-cut,
     	author = {Daniel Golovin and Vineet Goyal and R. Ravi},
     	title = {Pay Today for a Rainy Day: Improved Approximation Algorithms 
    	         for Demand-Robust Min-Cut and Shortest Path Problems},
     	booktitle = {Proceedings of the 23rd Symposium on
    	             Theoretical Aspects of Computer Science, STACS 2006},
    	editor = {B. Durand and W. Thomas},
    	publisher = {Springer-Verlag},
    	series = {Lecture Notes in Computer Science},
    	volume = {3884},
     	year = {2006},
     	pages = {206--217}
     }
    
  • Approximating the k-Multicut Problem. Summary
    @inproceedings{k-multicut,
     	author = {Daniel Golovin and Viswanath Nagarajan and Mohit Singh},
     	title = {Approximating the k-Multicut Problem},
     	booktitle = {SODA '06: Proceedings of the seventeenth annual
                         ACM-SIAM Symposium on Discrete Algorithms},
     	year = {2006},
     	isbn = {0-89871-605-5},
     	pages = {621--630},
     	location = {Miami, Florida},
     	doi = {http://doi.acm.org/10.1145/1109557.1109625},
     	publisher = {ACM Press},
     	address = {New York, NY, USA},
     }
     
  • Max-Min Fair Allocation of Indivisible Goods. Summary
    	
    @techreport{TR05, 
    	author = {Daniel Golovin},
    	title = {Max-Min Fair Allocation of Indivisible Goods},
        	institution = {School of Computer Science, Carnegie Mellon University},
    	year = {2005},	
    	month = {June},
    	number = {CMU-CS-05-144},	
    }