Rainer Gemulla

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Good Intentions: Adaptive Parameter Management via Intent Signaling.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Good Intentions: Adaptive Parameter Servers via Intent Signaling.

[BibT_eX]

[DOI]

CoRR, 2022

NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access.

[BibT_eX]

[DOI]

Zoi Kaoudi

Volker Markl

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Fritz Niesel

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Sequence-to-Sequence Knowledge Graph Completion and Question Answering.

[BibT_eX]

[DOI]

Apoorv Saxena

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Just Move It! Dynamic Parameter Allocation in Action.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Front Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Replicate or Relocate? Non-Uniform Access in Parameter Servers.

[BibT_eX]

[DOI]

Zoi Kaoudi

Volker Markl

CoRR, 2021

2020

Dynamic Parameter Allocation in Parameter Servers.

[BibT_eX]

[DOI]

Steffen Zeuch

Volker Markl

Proc. VLDB Endow., 2020

Differentiable Implicit Layers.

[BibT_eX]

[DOI]

CoRR, 2020

You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Daniel Ruffinelli

Samuel Broscheit

Proceedings of the 8th International Conference on Learning Representations, 2020

On Aligning OpenIE Extractions with Knowledge Bases: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, 2020

LibKGE - A knowledge graph embedding library for reproducible research.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Unified Framework for Frequent Sequence Mining with Subsequence Constraints.

[BibT_eX]

[DOI]

Wim Martens

ACM Trans. Database Syst., 2019

A Relational Tucker Decomposition for Multi-Relational Link Prediction.

[BibT_eX]

[DOI]

Yanjie Wang

Samuel Broscheit

CoRR, 2019

On Evaluating Embedding Models for Knowledge Base Completion.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Scalable Frequent Sequence Mining with Flexible Subsequence Constraints.

[BibT_eX]

[DOI]

Matthias Bertsch

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

The DESQ Framework for Declarative and Scalable Frequent Sequence Mining.

[BibT_eX]

[DOI]

Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

OPIEC: An Open Information Extraction Corpus.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

2018

Editorial.

[BibT_eX]

[DOI]

Datenbank-Spektrum, 2018

On Evaluating Embedding Models for Knowledge Base Completion.

[BibT_eX]

[DOI]

CoRR, 2018

Fine-Grained Evaluation of Rule- and Embedding-Based Systems for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Heiner Stuckenschmidt

Proceedings of the Semantic Web - ISWC 2018, 2018

A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

On Multi-Relational Link Prediction With Bilinear Models.

[BibT_eX]

[DOI]

Yanjie Wang

Hui Li

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Exact and Approximate Maximum Inner Product Search with LEMP.

[BibT_eX]

[DOI]

Christina Teflioudi

ACM Trans. Database Syst., 2017

MinIE: Minimizing Facts in Open Information Extraction.

[BibT_eX]

[DOI]

Kiril Gashteovski

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

DESQ: Frequent Sequence Mining with Subsequence Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

What You Will Gain By Rounding: Theory and Algorithms for Rounding Rank.

[BibT_eX]

[DOI]

Stefan Neumann

Pauli Miettinen

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Closing the Gap: Sequence Mining at Scale.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2015

Shared-memory and shared-nothing stochastic gradient descent algorithms for matrix completion.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Data analysis at scale.

[BibT_eX]

[DOI]

it Inf. Technol., 2015

LEMP: Fast Retrieval of Large Entries in a Matrix Product.

[BibT_eX]

[DOI]

Christina Teflioudi

Olga Mykytiuk

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

LASH: Large-Scale Sequence Mining with Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

CORE: Context-Aware Open Relation Extraction with Factorization Machines.

[BibT_eX]

[DOI]

Fabio Petroni

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

FINET: Context-Aware Fine-Grained Named Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Reconstructing Graphs from Neighborhood Data.

[BibT_eX]

[DOI]

Dóra Erdös

Evimaria Terzi

ACM Trans. Knowl. Discov. Data, 2014

Senti-LSSVM: Sentiment-Oriented Multi-Relation Extraction with Latent Structural SVM.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2014

Low-Latency Handshake Join.

[BibT_eX]

[DOI]

Pratanu Roy

Jens Teubner

Proc. VLDB Endow., 2014

Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning.

[BibT_eX]

[DOI]

Gerhard Weikum

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

Non-uniformity issues and workarounds in bounded-size sampling.

[BibT_eX]

[DOI]

VLDB J., 2013

A Distributed Algorithm for Large-Scale Generalized Matching.

[BibT_eX]

[DOI]

Faraz Makari Manshadi

Proc. VLDB Endow., 2013

ClausIE: clause-based open information extraction.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Mind the gap: large-scale frequent sequence mining.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Fully Parallel Inference in Markov Logic Networks.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, 2013

2012

Distributed Matrix Completion.

[BibT_eX]

[DOI]

Christina Teflioudi

Faraz Makari

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple Experts.

[BibT_eX]

[DOI]

Lizhen Qu

Gerhard Weikum

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Jaql: A Scripting Language for Large Scale Semistructured Data Analysis.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Large-scale matrix factorization with distributed stochastic gradient descent.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Memory-efficient frequent-itemset mining.

[BibT_eX]

[DOI]

Benjamin Schlegel

Proceedings of the EDBT 2011, 2011

2010

Ricardo: integrating R and Hadoop.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Fast integer compression using SIMD instructions.

[BibT_eX]

[DOI]

Benjamin Schlegel

Proceedings of the Sixth International Workshop on Data Management on New Hardware, 2010

2009

Distinct-value synopses for multiset operations.

[BibT_eX]

[DOI]

Commun. ACM, 2009

k-ary search on modern processors.

[BibT_eX]

[DOI]

Benjamin Schlegel

Proceedings of the Fifth International Workshop on Data Management on New Hardware, 2009

2008

Sampling algorithms for evolving datasets.

[BibT_eX]

[DOI]

PhD thesis, 2008

Maintaining bounded-size sample synopses of evolving datasets.

[BibT_eX]

[DOI]

VLDB J., 2008

Linked Bernoulli Synopses: Sampling along Foreign Keys.

[BibT_eX]

[DOI]

Philipp Rösch

Proceedings of the Scientific and Statistical Database Management, 2008

Sampling time-based sliding windows in bounded space.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Designing Random Sample Synopses with Outliers.

[BibT_eX]

[DOI]

Philipp Rösch

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

On reservoir sampling with deletions.

[BibT_eX]

[DOI]

Monde des Util. Anal. Données, 2007

On synopses for distinct-value estimation under multiset operations.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Maintaining bernoulli samples over evolving multisets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2007

2006

A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Derby/S: a DBMS for sample-based query answering.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Deferred Maintenance of Disk-Based Random Samples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

2005

Hierarchisches gruppenbasiertes Sampling.

[BibT_eX]

[DOI]

Henrike Berthold

Inform. Forsch. Entwickl., 2005

Hierarchical Group-Based Sampling.

[BibT_eX]

[DOI]

Henrike Berthold

Proceedings of the Database: Enterprise, 2005

2003

XML Stream Processing Quality.

[BibT_eX]

[DOI]

Sven Schmidt