Full Publication List
- M. Blacher, J. Giesen, J. Klaus, Ch. Staudt, S. Laue, V. Leis.
Efficient and Portable Einstein Summation in SQL, SIGMOD 2023. - M. Mitterreiter, M. Koch, J. Giesen, S. Laue.
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption, AAAI 2023. - J. Giesen, J. Klaus, S. Laue, N. Merk, and K. Wiedom
Convexity Certificates from Hessians, NeurIPS 2022. - S. Laue, M. Blacher and J. Giesen
Optimization for Classical Machine Learning Problems on the GPU, AAAI 2022. - M. Blacher, J. Giesen, S. Laue, J. Klaus, and V. Leis
Machine Learning, Linear Algebra, and More: Is SQL All You Need?, CIDR 2022. - J. Giesen, P. Kahlmeyer, S. Laue, M. Mitterreiter, F. Nussbaum, C. Staudt
Mixed membership Gaussians, Journal of Multivariate Analysis, 2023. - J. Giesen, P. Kahlmeyer, S. Laue, M. Mitterreiter, F. Nussbaum, C. Staudt and S. Zarriess
Method of Moments for Topic Models with Mixed Discrete and Continuous Features, IJCAI 2021. - S. Laue, M. Mitterreiter, and J. Giesen
GENO - GENeric Optimization for Classical Machine Learning Made Fast and Easy, AAAI 2020. - S. Laue, M. Mitterreiter, and J. Giesen
A Simple and Efficient Tensor Calculus for Machine Learning. Fundam. Informaticae 177(2): 157-179, 2020.
An extended abstract appeared as:
A Simple and Efficient Tensor Calculus, AAAI 2020. - J. Giesen, S. Laue, M. Mitterreiter
Optimization frameworks for machine learning: Examples and case study. it Inf. Technol. 62(3-4): 169-180, 2020. - M. Regneri, D. King, F. Walji, and O. Palikara:
Images and imagination: Automated analysis of priming effects related to autism spectrum disorder and developmental language disorder. CMCL 2022. - S. Laue, M. Mitterreiter, and J. Giesen
GENO - GENeric Optimization for Classical Machine Learning, NeurIPS 2019. - S. Laue, and J. Giesen
Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints, IJCAI 2019. - S. Laue, M. Mitterreiter, J. Giesen
GENO - GENeric Optimization for Classical Machine Learning, arXiv 2019. - J. Giesen, J. Klaus, S. Laue, and F. Schreck
Visualization Support for Developing a Matrix Calculus Algorithm: A Case Study, EuroVis 2019. - V. H. Do, M. Blazevic, P. Monteagudo, L. Borozan, K. Elbassioni, S. Laue, F. Rojas Ringeling, D. Matijevic, and S.Canzar
Dynamic Pseudo-time Warping of Complex Single-Cell Trajectories, RECOMB 2019. - J. Giesen, S. Laue, A. Loehne, and Ch. Schneider
Using Benson’s Algorithm for Regularization Parameter Tracking, AAAI 2019. - S. Laue
On the Equivalence of Forward Mode Automatic Differentiation and Symbolic Differentiation, arXiv 2019. - M. Regneri, J.S. Georgi, J. Kost, N. Pietsch, S. Stamm
Computing the Value of Data: Towards Applied Data Minimalism. GDM 2019. - S. Laue, M. Mitterreiter, and J. Giesen
Computing Higher Order Derivatives for Matrix and Tensor Expressions, NIPS 2018. - T. Bläsius, T. Friedrich, A. Krohmer, and S. Laue
Efficient Embedding of Scale-Free Graphs in the Hyperbolic Plane. IEEE/ACM Trans. Netw. 26(2): 920-933, 2018.
An extended abstract appeared as:
Efficient Embedding of Scale-Free Graphs in the Hyperbolic Plane, ESA 2016.
Recipient of the Best Paper Award. - M. Regneri, M. Hoffmann, J. Kost, N. Pietsch, T. Schulz, S. Stamm
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. XAI 2018. - S. Funke, S. Laue, and S. Storandt
Personal Routes with High-Dimensional Costs and Dynamic Approximation Guarantees, SEA 2017. - S. Funke, S. Laue, and S. Storandt
Deducing Individual Driving Preferences for User-Aware Navigation, SIGSPATIAL 2016. - M. von Loos, M. Oezdayi, S. Laue, and H. Meyerhenke
Generating Massive Complex Networks with Hyperbolic Geometry Faster in Practice, HPEC 2016. - M. Rohrbach, A. Rohrbach, M. Regneri, S. Amin, M. Andriluka, M. Pinkal, and B. Schiele: Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data. International Journa l of Computer Vision 119, 346–373, 2016
- S. Yimam, H. Ulrich, T. v. Landesberger, M. Rosenbach, M. Regneri, A. Panchenko, F. Lehmann, U. Fahrer, C. Biemann and K. Ballweg:
new/s/leak - Information Extraction and Visualization for Investigative Data Journalists. ACL 2016, Systen Demonstrations. - M. Regneri and D. King:
Automated Discourse Analysis of Narrations by Adolescents with Autistic Spectrum Disorder. ACL Workshop on Cognitive Aspects of Natural Language Learning, 2016. - K. Blechschmidt, J. Giesen, and S. Laue
Tracking of Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains, ICML 2015. - S. Jelic, S. Laue, D. Matijevic, and P. Wijerama
A Fast Parallel Implementation of a PTAS for Fractional Packing and Covering Linear Programs. Intl. Journal of Parallel Programming, 43(5):840-875, 2015. - J. Giesen, S. Laue, J.K. Müller
Reconstructing a Sparse Solution from a Compressed Support Vector Machine. MACIS 2015: 305-319 - M. Regneri and D. King:
Automatically evaluating atypical language in narratives by children with autistic spectrum disorder. Natural Language Processing and Cognitive Science, DeGruyter, 2014. - J. Giesen, S. Laue, and P. Wieschollek
Robust and Efficient Kernel Hyperparameter Paths with Guarantees, ICML 2014. - J. Giesen, L. Kühne, and S. Laue
Sketching the Support of a Probability Measure, AISTATS 2014. - A. Palmer and M. Regneri:
Short-term projects, long-term benefits: Four student NLP projects for low-resource languages. ComputEL 2014. - G. Emerson, L. Tan, S. Fertmann, A. Palmer and M. Regneri:
SeedLing: Building and using a seed corpus for the Human Language Project. ComputEL 2014. - A. Vakil, M. Paulus, A. Palmer, and M. Regneri:
lex4all: A language-independent tool for building and evaluating pronunciation lexicons for small-vocabulary speech recognition. ACL 2014, System Demonstrations. - M. Regneri, R. Wang, and M. Pinkal:
Aligning Predicate-Argument Structures for Paraphrase Fragment Extraction. LREC 2014. - M. Regneri, M. Rohrbach, D. Wetzel, S. Thater, B. Schiele and M. Pinkal:
Grounding Action Descriptions in Videos. Transactions of the Association for Computational Linguistics (TACL), Volume 1, 2013. - S. Laue
A Hybrid Algorithm for Convex Semidefinite Optimization, ICML 2012. - J. Giesen, S. Laue, J. Mueller, and S. Swiercy
Approximating Concavely Parameterized Optimization Problems, NIPS 2012. - J. Giesen, M. Jaggi, and S. Laue
Optimizing over the Growing Spectrahedron, ESA 2012. - J. Giesen, M. Jaggi, and S. Laue
Regularization Paths with Guarantees for Convex Semidefinite Optimization, AISTATS 2012. - G. Dinu, S. Thater, and S. Laue
A Comparison of Models of Word Meaning in Context, NAACL 2012. - M. Rohrbach, M. Regneri, M. Andriluka, S. Amin, M. Pinkal, and B. Schiele:
Script Data for Attribute-based Recognition of Composite Activities. ECCV 2012. - M. Regneri and R. Wang:
Using Discourse Information for Paraphrase Extraction. EMNLP-CoNLL 2012. - J. Giesen, M. Jaggi, and S. Laue
Approximating Parameterized Convex Optimization Problems ACM Transactions on Algorithms, 9(1):10, 2012.
An extended abstract appeared as:
Approximating Parameterized Convex Optimization Problems, ESA 2010. - M. Regneri, A. Koller, J. Ruppenhofer and M. Pinkal:
Learning Script Participants from Unlabeled Data. RANLP 2011. - M. Regneri, M. Koller and M. Pinkal:
Learning Script Knowledge with Web Experiments. ACL 2010. - S. Laue
Geometric Set Cover and Hitting Sets for Polytopes in R^3, STACS 2008. - S. Funke , S. Laue, R. Naujoks , and Z. Lotker
Power assignment problems in wireless communication: Covering points by disks, reaching few receivers quickly, and energy-efficient travelling salesman tours. Ad Hoc Networks 9(6): 1028-1035, 2011.
An extended abstract appeared as:
Power Assignment Problems in Wireless Communication: Covering Points by Disks, Reaching few Receivers Quickly, and Energy-efficient Travelling Salesman Tours, DCOSS 2008. - S. Laue and D. Matijevic
Approximating k-hop Minimum Spanning Trees in Euclidean Metrics Information Processing Letters, 107/3-4:96-101, 2008.
An extended abstract appeared as:
Approximating k-hop Minimum Spanning Trees in Euclidean Metrics, CCCG 2007. - M. Regneri, M. Egg, and A. Koller:
Efficient Processing of Underspecified Discourse Representations. ACL-HLT 2008, Short Papers - A. Koller, M. Regneri and S. Thater:
Regular tree grammars as a formalism for scope underspecification. ACL-HLT 2008. - M Egg and M. Regneri: Underspecified Modelling of Complex Discourse Constraints. Coling 2008.
- S. Funke , S. Laue, and R. Naujoks
Minimum-Energy Broadcast with Few Senders, DCOSS 2007. - S. Funke and S. Laue
Bounded-Hop Energy-Efficient Broadcast in Low-Dimensional Metrics Via Coresets, STACS 2007. - F. Eisenbrand and S. Laue
A linear algorithm for integer programming in the plane. Mathematical Programming, 102(2):249-259, 2005.
An extended abstract appeared as:
A faster algorithm for two variable integer programming, ISAAC 2003.