MN
Maximilian Nickel
cs.LGstat.MLcs.AIcs.CVcs.CLcs.CYcs.SIcs.IRbioinformaticscs.IT
On Valency
published · living versionsW_9va24dn5·v1 · currentpublished
Preprints & journals
41 papers in the corpus · 2013–2026Muse Spark Safety & Preparedness Report2606.12429v1 · Cristina Menghini, Peter Ney, Hamza Kwisaba et al.2026 · 0 citationsarXiv
SCRuB: Social Concept Reasoning under Rubric-Based Evaluation2605.06444v1 · Jamelle Watson-Daniels, Himaghna Bhattacharjee, Skyler Wang et al.2026 · 0 citationsarXiv
Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework2509.21267v3 · Shomik Jain, Jack Lanchantin, Maximilian Nickel et al.2025 · 0 citationsarXiv
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset2507.09650v3 · Lily Hong Zhang, Smitha Milli, Karen Jusko et al.2025 · 1 citationarXiv
DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms2309.09924v5 · Dhananjay Bhaskar, Xingzhi Sun, Yanlei Zhang et al.2023 · 0 citationsarXiv
Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models2412.05093v1 · Da Ju, Adina Williams, Brian Karrer et al.2024 · 1 citationarXiv
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems2411.13653v1 · Maximilian Nickel2024 · 0 citationsarXiv
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes2406.01611v1 · Arpit Agarwal, Nicolas Usunier, Alessandro Lazaric et al.2024 · 3 citationsarXiv
Generalized Schr\"odinger Bridge Matching2310.02233v2 · Guan-Horng Liu, Yaron Lipman, Maximilian Nickel et al.2023 · 0 citationsarXiv
Weisfeiler and Leman Go Measurement Modeling: Probing the Validity of the WL Test2307.05775v3 · Arjun Subramonian, Adina Williams, Maximilian Nickel et al.2023 · 0 citationsarXiv
Hyperbolic Image-Text Representations2304.09172v3 · Karan Desai, Maximilian Nickel, Tanmay Rajpurohit et al.2023 · 2 citationsarXiv
Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy2312.04823v1 · Danqi Liao, Chen Liu, Benjamin W. Christensen et al.2023 · 7 citationsICML 2023 Workshop on Topology, Algebra, and Geometry in Machine Learning
Neural FIM for learning Fisher Information Metrics from point cloud data2306.06062v2 · Oluwadamilola Fasina, Guillaume Huguet, Alexander Tong et al.2023 · 2 citationsarXiv
On Kinetic Optimal Probability Paths for Generative Models2306.06626v1 · Neta Shaul, Ricky T. Q. Chen, Maximilian Nickel et al.2023 · 0 citationsarXiv
Group fairness without demographics using social networks2305.11361v1 · David Liu, Virginie Do, Nicolas Usunier et al.2023 · 5 citationsarXiv
Flow Matching for Generative Modeling2210.02747v2 · Yaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu et al.2022 · 108 citationsarXiv
Latent Discretization for Continuous-time Sequence Compression2212.13659v1 · Ricky T. Q. Chen, Matthew Le, Matthew Muckley et al.2022 · 0 citationsarXiv
Can I see an Example? Active Learning the Long Tail of Attributes and Relations2203.06215v2 · Tyler L. Hayes, Maximilian Nickel, Christopher Kanan et al.2022 · 1 citationarXiv
Matching Normalizing Flows and Probability Paths on Manifolds2207.04711v1 · Heli Ben-Hamu, Samuel Cohen, Joey Bose et al.2022 · 5 citationsarXiv
Moser Flow: Divergence-based Generative Modeling on Manifolds2108.08052v2 · Noam Rozen, Aditya Grover, Maximilian Nickel et al.2021 · 5 citationsarXiv
Learning Neural Event Functions for Ordinary Differential Equations2011.03902v4 · Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel2020 · 24 citationsICLR 2021
Neural Spatio-Temporal Point Processes2011.04583v3 · Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel2020 · 5 citationsICLR 2021
Riemannian Continuous Normalizing Flows2006.10605v2 · Emile Mathieu, Maximilian Nickel2020 · 34 citationsarXiv
CURI: A Benchmark for Productive Concept Learning Under Uncertainty2010.02855v1 · Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel et al.2020 · 5 citationsarXiv
Poincaré maps for analyzing complex hierarchies in single-cell data.32528075 · Klimovskaia, Anna, Lopez-Paz, David, Bottou, Léon et al.2020 · 101 citationsNature communications. 2020;11(1):2966
Learning Multivariate Hawkes Processes at Scale2002.12501v1 · Maximilian Nickel, Matthew Le2020 · 10 citationsarXiv
Poincare Maps for Analyzing Complex Hierarchies in Single-Cell Data10.1101/689547v2 · Klimovskaia, A., Lopez-Paz, D., Bottou, L. et al.2019 · 101 citationsbioRxiv
Hyperbolic Graph Neural Networks1910.12892v1 · Qi Liu, Maximilian Nickel, Douwe Kiela2019 · 77 citationsarXiv
Task-Driven Modular Networks for Zero-Shot Compositional Learning1905.05908v1 · Senthil Purushwalkam, Maximilian Nickel, Abhinav Gupta et al.2019 · 157 citationsarXiv
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings1902.00913v1 · Matt Le, Stephen Roller, Laetitia Papaxanthos et al.2019 · 74 citationsarXiv
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry1806.03417v2 · Maximilian Nickel, Douwe Kiela2018 · 136 citationsarXiv
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora1806.03191v1 · Stephen Roller, Douwe Kiela, Maximilian Nickel2018 · 111 citationsarXiv
Learning Visually Grounded Sentence Representations1707.06320v2 · Douwe Kiela, Alexis Conneau, Allan Jabri et al.2017 · 77 citationsarXiv
Separating Self-Expression and Visual Content in Hashtag Supervision1711.09825v1 · Andreas Veit, Maximilian Nickel, Serge Belongie et al.2017 · 29 citationsarXiv
Fast Linear Model for Knowledge Graph Embeddings1710.10881v1 · Armand Joulin, Edouard Grave, Piotr Bojanowski et al.2017 · 32 citationsarXiv
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison1707.01475v2 · Th'eo Trouillon, Maximilian Nickel2017 · 22 citationsarXiv
Poincar\'e Embeddings for Learning Hierarchical Representations1705.08039v2 · Maximilian Nickel, Douwe Kiela2017 · 170 citationsarXiv
A Review of Relational Machine Learning for Knowledge Graphs1503.00759v3 · Maximilian Nickel, Kevin Murphy, Volker Tresp et al.2015 · 1,714 citationsarXivon Valency
Relational Models1609.03145v1 · Volker Tresp, Maximilian Nickel2016 · 0 citationsarXiv
Holographic Embeddings of Knowledge Graphs1510.04935v2 · Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio2015 · 1,214 citationsarXivon Valency
Logistic Tensor Factorization for Multi-Relational Data1306.2084v1 · Maximilian Nickel, Volker Tresp2013 · 37 citationsarXiv
Career total: 73 works. 41 are in this corpus.
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