default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMartin Jankowiak
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[c14]Martin Jankowiak, Du Phan:
Reparameterized Variational Rejection Sampling. AISTATS 2024: 739-747- 2023
- [c13]Martin Jankowiak:
Bayesian Variable Selection in a Million Dimensions. AISTATS 2023: 253-282 - [i19]Martin Jankowiak, Du Phan:
Reparameterized Variational Rejection Sampling. CoRR abs/2309.14612 (2023) - 2022
- [c12]Martin Jankowiak, Du Phan:
Surrogate Likelihoods for Variational Annealed Importance Sampling. ICML 2022: 9881-9901 - [i18]Martin Jankowiak:
Bayesian Variable Selection in a Million Dimensions. CoRR abs/2208.01180 (2022) - 2021
- [c11]David Eriksson, Martin Jankowiak:
High-dimensional Bayesian optimization with sparse axis-aligned subspaces. UAI 2021: 493-503 - [i17]David Eriksson, Martin Jankowiak:
High-Dimensional Bayesian Optimization with Sparse Axis-Aligned Subspaces. CoRR abs/2103.00349 (2021) - [i16]Martin Jankowiak, Geoff Pleiss:
Scalable Cross Validation Losses for Gaussian Process Models. CoRR abs/2105.11535 (2021) - [i15]Martin Jankowiak, Du Phan:
Surrogate Likelihoods for Variational Annealed Importance Sampling. CoRR abs/2112.12194 (2021) - 2020
- [c10]Adam Foster, Martin Jankowiak, Matthew O'Meara, Yee Whye Teh, Tom Rainforth:
A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal Experiments. AISTATS 2020: 2959-2969 - [c9]Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner:
Parametric Gaussian Process Regressors. ICML 2020: 4702-4712 - [c8]Geoff Pleiss, Martin Jankowiak, David Eriksson, Anil Damle, Jacob R. Gardner:
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization. NeurIPS 2020 - [c7]Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner:
Deep Sigma Point Processes. UAI 2020: 789-798 - [i14]Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner:
Deep Sigma Point Processes. CoRR abs/2002.09112 (2020) - [i13]Geoff Pleiss, Martin Jankowiak, David Eriksson
, Anil Damle, Jacob R. Gardner:
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization. CoRR abs/2006.11267 (2020)
2010 – 2019
- 2019
- [j1]Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman:
Pyro: Deep Universal Probabilistic Programming. J. Mach. Learn. Res. 20: 28:1-28:6 (2019) - [c6]Martin Jankowiak, Theofanis Karaletsos:
Pathwise Derivatives for Multivariate Distributions. AISTATS 2019: 333-342 - [c5]Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Neeraj Pradhan, Justin T. Chiu, Alexander M. Rush, Noah D. Goodman:
Tensor Variable Elimination for Plated Factor Graphs. ICML 2019: 4871-4880 - [c4]Adam Foster, Martin Jankowiak, Eli Bingham, Paul Horsfall, Yee Whye Teh, Tom Rainforth, Noah D. Goodman:
Variational Bayesian Optimal Experimental Design. NeurIPS 2019: 14036-14047 - [i12]Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Justin T. Chiu, Neeraj Pradhan, Alexander M. Rush, Noah D. Goodman:
Tensor Variable Elimination for Plated Factor Graphs. CoRR abs/1902.03210 (2019) - [i11]Adam Foster, Martin Jankowiak, Eli Bingham, Paul Horsfall, Yee Whye Teh, Tom Rainforth, Noah D. Goodman:
Variational Estimators for Bayesian Optimal Experimental Design. CoRR abs/1903.05480 (2019) - [i10]Martin Jankowiak, Jacob R. Gardner:
Neural Likelihoods for Multi-Output Gaussian Processes. CoRR abs/1905.13697 (2019) - [i9]Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner:
Sparse Gaussian Process Regression Beyond Variational Inference. CoRR abs/1910.07123 (2019) - [i8]Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan P. Chen:
Functional Tensors for Probabilistic Programming. CoRR abs/1910.10775 (2019) - [i7]Adam Foster, Martin Jankowiak, Matthew O'Meara, Yee Whye Teh, Tom Rainforth:
A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal Experiments. CoRR abs/1911.00294 (2019) - [i6]Du Phan, Neeraj Pradhan, Martin Jankowiak:
Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. CoRR abs/1912.11554 (2019) - 2018
- [c3]Martin Jankowiak, Fritz Obermeyer:
Pathwise Derivatives Beyond the Reparameterization Trick. ICML 2018: 2240-2249 - [i5]Martin Jankowiak, Fritz Obermeyer:
Pathwise Derivatives Beyond the Reparameterization Trick. CoRR abs/1806.01851 (2018) - [i4]Martin Jankowiak, Theofanis Karaletsos:
Pathwise Derivatives for Multivariate Distributions. CoRR abs/1806.01856 (2018) - [i3]Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman:
Pyro: Deep Universal Probabilistic Programming. CoRR abs/1810.09538 (2018) - [i2]Martin Jankowiak:
Closed Form Variational Objectives For Bayesian Neural Networks with a Single Hidden Layer. CoRR abs/1811.00686 (2018) - 2017
- [c2]Martin Jankowiak, Manuel Gomez-Rodriguez:
Uncovering the Spatiotemporal Patterns of Collective Social Activity. SDM 2017: 822-830 - [i1]Martin Jankowiak, Manuel Gomez-Rodriguez:
Uncovering the Spatiotemporal Patterns of Collective Social Activity. CoRR abs/1701.02740 (2017) - 2014
- [c1]Kevin Reschke, Martin Jankowiak, Mihai Surdeanu, Christopher D. Manning, Daniel Jurafsky:
Event Extraction Using Distant Supervision. LREC 2014: 4527-4531
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-13 01:41 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
