Adam Woznica

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 2

Top Topics

Benchmark Datasets

Synthetic Datasets

Top Venues

Publications

Alina Powala, Adam Woznica
Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study. KES (2021)
Adam Woznica, Jan Krasnodebski
Presentation of the expedia group RecTour Research Dataset. RecTour@RecSys (2021)
Jun Wang, Alexandros Kalousis, Adam Woznica
Parametric Local Metric Learning for Nearest Neighbor Classification. NIPS (2012)
Jun Wang, Adam Woznica, Alexandros Kalousis
Learning Neighborhoods for Metric Learning. CoRR (2012)
Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica
A metric learning perspective of SVM: on the relation of SVM and LMNN CoRR (2012)
Jun Wang, Adam Woznica, Alexandros Kalousis
Learning Neighborhoods for Metric Learning. ECML/PKDD (1) (2012)
Jun Wang, Adam Woznica, Alexandros Kalousis
Parametric Local Metric Learning for Nearest Neighbor Classification CoRR (2012)
Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica
A metric learning perspective of SVM: on the relation of LMNN and SVM. AISTATS (2012)
Adam Woznica, Phong Nguyen, Alexandros Kalousis
Model mining for robust feature selection. KDD (2012)
Jun Wang, Huyen Do, Adam Woznica, Alexandros Kalousis
Metric Learning with Multiple Kernels. NIPS (2011)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Adaptive Matching Based Kernels for Labelled Graphs. PAKDD (2) (2010)
Adam Woznica, Alexandros Kalousis
A New Framework for Dissimilarity and Similarity Learning. PAKDD (2) (2010)
Adam Woznica, Alexandros Kalousis
Adaptive Distances on Sets of Vectors. ICDM (2010)
Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario
Margin and Radius Based Multiple Kernel Learning. ECML/PKDD (1) (2009)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Learning to combine distances for complex representations. ICML (2007)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Distances and (Indefinite) Kernels for Sets of Objects. ICDM (2006)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. PAKDD (2006)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Kernels over Relational Algebra Structures. PAKDD (2005)