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Results
Found 42 publication records. Showing 42 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Matthias Urban, Duc Dat Nguyen, Carsten Binnig |
OmniscientDB: A Large Language Model-Augmented DBMS That Knows What Other DBMSs Do Not Know.  |
aiDM@SIGMOD  |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Damjan Gjurovski, Sebastian Michel 0001 |
Tuple Bubbles: Learned Tuple Representations for Tunable Approximate Query Processing. |
aiDM@SIGMOD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohamed Abdelaal 0001, Rashmi Koparde, Harald Schöning |
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. |
aiDM@SIGMOD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhitao Gong, Wenlu Wang |
Adversarial and Clean Data Are Not Twins. |
aiDM@SIGMOD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Andreas Kipf (eds.) |
Proceedings of the Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle, WA, USA, 18 June 2023 |
aiDM@SIGMOD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Pratyush Agnihotri, Boris Koldehofe, Carsten Binnig, Manisha Luthra |
Zero-Shot Cost Models for Parallel Stream Processing. |
aiDM@SIGMOD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Keizo Hori, Yuya Sasaki 0001, Daichi Amagata, Yuki Murosaki, Makoto Onizuka |
Learned Spatial Data Partitioning. |
aiDM@SIGMOD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Ryan Marcus (eds.) |
aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Philadelphia, Pennsylvania, USA, 17 June 2022 |
aiDM@SIGMOD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Kipf, Dominik Horn, Pascal Pfeil, Ryan Marcus, Tim Kraska |
LSI: a learned secondary index structure. |
aiDM@SIGMOD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Tamer Eldeeb, Zhengneng Chen, Asaf Cidon, Junfeng Yang |
Neuroshard: towards automatic multi-objective sharding with deep reinforcement learning. |
aiDM@SIGMOD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mikkel Møller Andersen, Pinar Tözün |
Micro-architectural analysis of a learned index. |
aiDM@SIGMOD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Michal Zwolak, Zainab Abbas, Sonia Horchidan, Paris Carbone, Vasiliki Kalavri |
GCNSplit: bounding the state of streaming graph partitioning. |
aiDM@SIGMOD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Wang 0007, Yuliang Li 0001, Wataru Hirota, Eser Kandogan |
Machop: an end-to-end generalized entity matching framework. |
aiDM@SIGMOD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Eppert, Philipp Fent, Thomas Neumann 0001 |
A Tailored Regression for Learned Indexes: Logarithmic Error Regression. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Lujing Cen, Andreas Kipf, Ryan Marcus, Tim Kraska |
LEA: A Learned Encoding Advisor for Column Stores. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Aurélien Personnaz, Sihem Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius, Srividya Subramanian |
Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Günther 0002, Maik Thiele, Julius Gonsior, Wolfgang Lehner |
Pre-Trained Web Table Embeddings for Table Discovery. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mayank Mishra, Rekha Singhal |
RUSLI: Real-time Updatable Spline Learned Index. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohan Zhang, Oliver Schulte, Yudong Luo |
Leveraging Approximate Constraints for Localized Data Error Detection. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajesh Bordawekar, Yael Amsterdamer, Oded Shmueli, Nesime Tatbul (eds.) |
aiDM '21: Fourth Workshop in Exploiting AI Techniques for Data Management, Virtual Event, China, 25 June, 2021. |
aiDM@SIGMOD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann 0001 |
RadixSpline: a single-pass learned index. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajesh Bordawekar, Oded Shmueli, Nesime Tatbul, Tin Kam Ho (eds.) |
Proceedings of the Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland, Oregon, USA, June 19, 2020. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi |
Automated tuning of query degree of parallelism via machine learning. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner |
Best of both worlds: combining traditional and machine learning models for cardinality estimation. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed S. Abdelhamid, Walid G. Aref |
PartLy: learning data partitioning for distributed data stream processing. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Runsheng Benson Guo, Khuzaima Daudjee |
Research challenges in deep reinforcement learning-based join query optimization. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Vahid Ghadakchi, Mian Xie, Arash Termehchy |
Bandit join: preliminary results. |
aiDM@SIGMOD |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yangjun Sheng, Anthony Tomasic, Tieying Zhang, Andrew Pavlo |
Scheduling OLTP transactions via learned abort prediction. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Raul Castro Fernandez, Samuel Madden 0001 |
Termite: a system for tunneling through heterogeneous data. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Lucas Woltmann, Claudio Hartmann, Maik Thiele, Dirk Habich, Wolfgang Lehner |
Cardinality estimation with local deep learning models. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Liqi Xu, Richard L. Cole, Daniel Ting |
Learning to optimize federated queries. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincenzo Di Cicco, Donatella Firmani, Nick Koudas, Paolo Merialdo, Divesh Srivastava |
Interpreting deep learning models for entity resolution: an experience report using LIME. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Bhavya Karki, Fan Hu, Nithin Haridas, Suhail Barot, Zihua Liu, Lucile Callebert, Matthias Grabmair, Anthony Tomasic |
Question answering via web extracted tables. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin Hilprecht, Carsten Binnig, Uwe Röhm |
Towards learning a partitioning advisor with deep reinforcement learning. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ali Hadian 0001, Thomas Heinis |
Considerations for handling updates in learned index structures. |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajesh Bordawekar, Oded Shmueli (eds.) |
Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam, The Netherlands, July 5, 2019 |
aiDM@SIGMOD |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ed Seabolt, Eser Kandogan, Mary Roth |
Contextual Intelligence for Unified Data Governance. |
aiDM@SIGMOD |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Gabriel Campero Durand, Marcus Pinnecke, Rufat Piriyev, Mahmoud Mohsen, David Broneske, Gunter Saake, Maya S. Sekeran, Fabián Rodriguez, Laxmi Balami |
GridFormation: Towards Self-Driven Online Data Partitioning using Reinforcement Learning. |
aiDM@SIGMOD |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai |
StreamScope: Automatic Pattern Discovery over Data Streams. |
aiDM@SIGMOD |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Tova Milo, Amit Somech |
Deep Reinforcement-Learning Framework for Exploratory Data Analysis. |
aiDM@SIGMOD |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajesh Bordawekar, Oded Shmueli (eds.) |
Proceedings of the First International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston, TX, USA, June 10, 2018 |
aiDM@SIGMOD |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan Marcus, Olga Papaemmanouil |
Deep Reinforcement Learning for Join Order Enumeration. |
aiDM@SIGMOD |
2018 |
DBLP DOI BibTeX RDF |
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