Prof. Dr. Asja Fischer

@inproceedings{DBLP:conf/aistats/0001FI21,

title = {On the convergence of the Metropolis algorithm with fixed-order updates 

for multivariate binary probability distributions},

author = {Kai Brügge and 

Asja Fischer and 

Christian Igel},

url = {http://proceedings.mlr.press/v130/brugge21a.html},

year  = {2021},

date = {2021-01-01},

booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, 

AISTATS 2021, April 13-15, 2021, Virtual Event},

volume = {130},

pages = {469--477},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aistats/LaszkiewiczLF21,

title = {Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery},

author = {Mike Laszkiewicz and 

Johannes Lederer and 

Asja Fischer},

url = {http://proceedings.mlr.press/v130/laszkiewicz21a.html},

year  = {2021},

date = {2021-01-01},

booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, 

AISTATS 2021, April 13-15, 2021, Virtual Event},

volume = {130},

pages = {1864--1872},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/acl/LukovnikovF21,

title = {Insertion-based Tree Decoding},

author = {Denis Lukovnikov and 

Asja Fischer},

url = {https://doi.org/10.18653/v1/2021.findings-acl.283},

doi = {10.18653/v1/2021.findings-acl.283},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Findings of the Association for Computational Linguistics: ACL/IJCNLP 

2021, Online Event, August 1-6, 2021},

volume = {ACL/IJCNLP 2021},

pages = {3201--3213},

publisher = {Association for Computational Linguistics},

series = {Findings of ACL},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/LukovnikovF21,

title = {Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies},

author = {Denis Lukovnikov and 

Asja Fischer},

url = {http://proceedings.mlr.press/v139/lukovnikov21a.html},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the 38th International Conference on Machine Learning, 

ICML 2021, 18-24 July 2021, Virtual Event},

volume = {139},

pages = {7180--7191},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ida/EstevesMCF021b,

title = {ORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data},

author = {Diego Esteves and 

José Marcelino and 

Piyush Chawla and 

Asja Fischer and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-74251-5_8},

doi = {10.1007/978-3-030-74251-5_8},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Advances in Intelligent Data Analysis XIX - 19th International Symposium 

on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26-28, 

2021, Proceedings},

volume = {12695},

pages = {89--100},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcai/KrauseFI20,

title = {Algorithms for Estimating the Partition Function of Restricted Boltzmann 

Machines (Extended Abstract)},

author = {Oswin Krause and 

Asja Fischer and 

Christian Igel},

url = {https://doi.org/10.24963/ijcai.2020/704},

doi = {10.24963/ijcai.2020/704},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on 

Artificial Intelligence, IJCAI 2020},

pages = {5045--5049},

publisher = {ijcai.org},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/FrankESFKH20,

title = {Leveraging Frequency Analysis for Đeep Fake Image Recognition},

author = {Joel Frank and 

Thorsten Eisenhofer and 

Lea Schönherr and 

Asja Fischer and 

Dorothea Kolossa and 

Thorsten Holz},

url = {http://proceedings.mlr.press/v119/frank20a.html},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 37th International Conference on Machine Learning, 

ICML 2020, 13-18 July 2020, Virtual Event},

volume = {119},

pages = {3247--3258},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/interspeech/DaubenerSFK20,

title = {Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification},

author = {Sina Däubener and 

Lea Schönherr and 

Asja Fischer and 

Dorothea Kolossa},

url = {https://doi.org/10.21437/Interspeech.2020-2734},

doi = {10.21437/Interspeech.2020-2734},

year  = {2020},

date = {2020-01-01},

booktitle = {Interspeech 2020, 21st Annual Conference of the International Speech 

Communication Association, Virtual Event, Shanghai, China, 25-29 October 

2020},

pages = {4661--4665},

publisher = {ISCA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/FrankESFKH20b,

title = {Leveraging Frequency Analysis for Deep Fake Image Recognition},

author = {Joel Frank and 

Thorsten Eisenhofer and 

Lea Schönherr and 

Asja Fischer and 

Dorothea Kolossa and 

Thorsten Holz},

url = {http://proceedings.mlr.press/v119/frank20a.html},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 37th International Conference on Machine Learning, 

ICML 2020, 13-18 July 2020, Virtual Event},

volume = {119},

pages = {3247--3258},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iclr/JastrzebskiKBFB19,

title = {On the Relation Between the Sharpest Directions of DNN Loss and 

the SGD Step Length},

author = {Stanis{ł}aw Jastrz{k e}bski and 

Zachary Kenton and 

Nicolas Ballas and 

Asja Fischer and 

Yoshua Bengio and 

Amos J. Storkey},

url = {https://openreview.net/forum?id=SkgEaj05t7},

year  = {2019},

date = {2019-01-01},

booktitle = {7th International Conference on Learning Representations, ICLR 2019, 

New Orleans, LA, USA, May 6-9, 2019},

publisher = {OpenReview.net},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/KristiadiKL0F19,

title = {Incorporating Literals into Knowledge Graph Embeddings},

author = {Agustinus Kristiadi and 

Mohammad Asif Khan and 

Denis Lukovnikov and 

Jens Lehmann and 

Asja Fischer},

url = {https://doi.org/10.1007/978-3-030-30793-6_20},

doi = {10.1007/978-3-030-30793-6_20},

year  = {2019},

date = {2019-01-01},

booktitle = {The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, 

Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I},

volume = {11778},

pages = {347--363},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/MaheshwariTLCF019,

title = {Learning to Rank Query Graphs for Complex Question Answering over 

Knowledge Graphs},

author = {Gaurav Maheshwari and 

Priyansh Trivedi and 

Denis Lukovnikov and 

Nilesh Chakraborty and 

Asja Fischer and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-30793-6_28},

doi = {10.1007/978-3-030-30793-6_28},

year  = {2019},

date = {2019-01-01},

booktitle = {The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, 

Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I},

volume = {11778},

pages = {487--504},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/LukovnikovF019,

title = {Pretrained Transformers for Simple Question Answering over Knowledge Graphs},

author = {Denis Lukovnikov and 

Asja Fischer and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-30793-6_27},

doi = {10.1007/978-3-030-30793-6_27},

year  = {2019},

date = {2019-01-01},

booktitle = {The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, 

Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I},

volume = {11778},

pages = {470--486},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/conll/ChaudhuriKLF18,

title = {Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge},

author = {Debanjan Chaudhuri and 

Agustinus Kristiadi and 

Jens Lehmann and 

Asja Fischer},

url = {https://doi.org/10.18653/v1/k18-1048},

doi = {10.18653/v1/k18-1048},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings of the 22nd Conference on Computational Natural Language 

Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 

2018},

pages = {497--507},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icann/JastrzebskiKABF18,

title = {Width of Minima Reached by Stochastic Gradient Descent is Influenced 

by Learning Rate to Batch Size Ratio},

author = {Stanis{ł}aw Jastrz{k e}bski and 

Zachary Kenton and 

Devansh Arpit and 

Nicolas Ballas and 

Asja Fischer and 

Yoshua Bengio and 

Amos J. Storkey},

url = {https://doi.org/10.1007/978-3-030-01424-7_39},

doi = {10.1007/978-3-030-01424-7_39},

year  = {2018},

date = {2018-01-01},

booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th 

International Conference on Artificial Neural Networks, Rhodes, Greece, 

October 4-7, 2018, Proceedings, Part III},

volume = {11141},

pages = {392--402},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iclr/JastrzebskiKABF18,

title = {Finding Flatter Minima with SGD},

author = {Stanis{ł}aw Jastrz{k e}bski and 

Zachary Kenton and 

Devansh Arpit and 

Nicolas Ballas and 

Asja Fischer and 

Yoshua Bengio and 

Amos J. Storkey},

url = {https://openreview.net/forum?id=r1VF9dCUG},

year  = {2018},

date = {2018-01-01},

booktitle = {6th International Conference on Learning Representations, ICLR 2018, 

Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},

publisher = {OpenReview.net},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iclr/PetzkaFL18,

title = {On the regularization of Wasserstein GANs},

author = {Henning Petzka and 

Asja Fischer and 

Denis Lukovnikov},

url = {https://openreview.net/forum?id=B1hYRMbCW},

year  = {2018},

date = {2018-01-01},

booktitle = {6th International Conference on Learning Representations, ICLR 2018, 

Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},

publisher = {OpenReview.net},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iclr/KruegerBJAKMBFC17,

title = {Deep Nets Don't Learn via Memorization},

author = {David Krueger and 

Nicolas Ballas and 

Stanis{ł}aw Jastrz{k e}bski and 

Devansh Arpit and 

Maxinder S. Kanwal and 

Tegan Maharaj and 

Emmanuel Bengio and 

Asja Fischer and 

Aaron C. Courville},

url = {https://openreview.net/forum?id=rJv6ZgHYg},

year  = {2017},

date = {2017-01-01},

booktitle = {5th International Conference on Learning Representations, ICLR 2017, 

Toulon, France, April 24-26, 2017, Workshop Track Proceedings},

publisher = {OpenReview.net},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/ArpitJBKBKMFCBL17,

title = {A Closer Look at Memorization in Deep Networks},

author = {Devansh Arpit and 

Stanis{ł}aw Jastrz{k e}bski and 

Nicolas Ballas and 

David Krueger and 

Emmanuel Bengio and 

Maxinder S. Kanwal and 

Tegan Maharaj and 

Asja Fischer and 

Aaron C. Courville and 

Yoshua Bengio and 

Simon Lacoste-Julien},

url = {http://proceedings.mlr.press/v70/arpit17a.html},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 34th International Conference on Machine Learning, 

ICML 2017, Sydney, NSW, Australia, 6-11 August 2017},

volume = {70},

pages = {233--242},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/www/LukovnikovFLA17,

title = {Neural Network-based Question Answering over Knowledge Graphs on Word 

and Character Level},

author = {Denis Lukovnikov and 

Asja Fischer and 

Jens Lehmann and 

Sören Auer},

url = {http://jens-lehmann.org/files/2017/www_nn_factoid_qa.pdf},

doi = {10.1145/3038912.3052675},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 26th International Conference on World Wide Web, 

WWW 2017, Perth, Australia, April 3-7, 2017},

pages = {1211--1220},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/BornscheinSFB16,

title = {Bidirectional Helmholtz Machines},

author = {Jörg Bornschein and 

Samira Shabanian and 

Asja Fischer and 

Yoshua Bengio},

url = {http://proceedings.mlr.press/v48/bornschein16.html},

year  = {2016},

date = {2016-01-01},

booktitle = {Proceedings of the 33nd International Conference on Machine Learning, 

ICML 2016, New York City, NY, USA, June 19-24, 2016},

volume = {48},

pages = {2511--2519},

publisher = {JMLR.org},

series = {JMLR Workshop and Conference Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pkdd/LeeZFB15,

title = {Difference Target Propagation},

author = {Dong-Hyun Lee and 

Saizheng Zhang and 

Asja Fischer and 

Yoshua Bengio},

url = {https://arxiv.org/pdf/1412.7525.pdf},

doi = {10.1007/978-3-319-23528-8_31},

year  = {2015},

date = {2015-01-01},

booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, 

ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, 

Part I},

volume = {9284},

pages = {498--515},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/KrauseFGI13,

title = {Approximation properties of DBNs with binary hidden units and real-valued 

visible units},

author = {Oswin Krause and 

Asja Fischer and 

Tobias Glasmachers and 

Christian Igel},

url = {http://proceedings.mlr.press/v28/krause13.html},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the 30th International Conference on Machine Learning, 

ICML 2013, Atlanta, GA, USA, 16-21 June 2013},

volume = {28},

pages = {419--426},

publisher = {JMLR.org},

series = {JMLR Workshop and Conference Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}