CaLISTA Workshop Geometry-Informed Machine Learning

List of Participants

1. Ini ADINYA, University Paris-Sud, France

2. Stéphanie ALLASSONNIERE, Université Paris Cité, France

3. Jesus Gustavo ANGULO, MINES Paris, France

4. Nassim ARIFETTE, Université Paris-Saclay, France

5. Federico BELLISARDI, Alma Mater Studiorum - Universita Di Bologna, Italy

6. Abdelkader BENALI, University Ziane Achour of Djelfa-Algeria, Algeria

7. Isabelle BLOCH, Sorbonne Universite, France

8. Paolo Stefano CARE, Fraunhofer Institute for High Frequency Physics and Radar Techniques FHR, Germany

9. Gabriele CESA, Qualcomm Technologies Netherlands B.V, Netherlands

10. Noemie COMBE, University of Warsaw, Poland

11. Elias CUETO, Universidad de Zaragoza, Spain

12. Paul-Olivier DEHAYE, hestia.ai, Switzerland

13. Laetitia DELLA MAESTRA, Association Leonard De Vinci, France

14. Mihaela DIMITROVA, Ecole Nationale Superieure Des Mines De Paris, France

15. Petr DOKLADAL, Ecole Nationale Superieure Des Mines De Paris, France

16. Arif DÖNMEZ, IUF - Leibniz Research Institute for Environmental Medicine - IUF - Leibniz-Institut für umweltmedizinische Forschung gGmbH , Germany

17. Delphine DOUTSAS, Ecole Nationale Superieure Des Mines De Paris, France

18. Francesco FASSO, Università degli Studi di Padova, Italy

19. Guilherme FEITOSA DE ALMEIDA, Gottfried Wilhelm Leibniz Universitaet Hannover, Germany

20. Louis-Henri FERNANDEZ-MOURON, Stmicroelectronics Crolles 2 Sas, France

21. Jean FEYDY, INRIA, France

22. Rita FIORESI, University of Bologna, Italy

23. Joao FLORINDO, Universidade Estadual De Campinas, Brazil

24. Changqing  FU, Universite Paris Dauphine, France

25. Dorian GAILHARD, Télécom Paris, France

26. Stéphane GAUBERT,  INRIA and CMAP, Ecole polytechnique, France

27. Shahin GELAREH, Universite D'artois, France

28. Alessandro GIOVAGNOLI, Deutsches Zentrum Fur Luft - Und Raumfahrt Ev, Germany

29. José GOMEZ GARCIA, École Nationale de la Statistique et de l'Analyse de l'Information, France

30. Dewi GOULD, The Alan Turing Institute, United Kingdom

31. Amy HODGKIN, The Alan Turing Institute, United Kingdom

32. Eren Mehmet KIRAL, Keio University, Japan

33. Sanja KONJIK, University of Novi Sad Faculty of Sciences, Serbia

34. Pankaj KUMAR, Eindhoven University of Technology, Netherlands

35. Jeroen LAMB, Imperial College Of Science Technology And Medicine, United Kingdom

36. Michela LAPENNA, University of Bologna, Italy

37. Francois LAUDENBACH, Nantes Université, France

38. Maximino LINARES, Sorbonne Universite, France

39. Edgar LOZA, PSL University, France

40. Johannes LUTZEYER, Ecole Polytechnique, France

41. Petros MARAGOS, National Technical University of Athens (NTUA), Greece

42. Aneeqa MEHRAB, University of Ferrara, Italy

43. Jan MEYER, Deutsches Zentrum Für Luft- Und Raumfahrt, Microwaves and Radar Institute, Germany

44. Alexandre MIOT, Société Générale, France

45. Daniela MOLAS, Universitat Autònoma de Barcelona, Spain

46. Francesco MORANDIN, Universita Degli Studi Di Parma, Italy

47. Fernando MORENO, Universidad De Cantabria, Spain

48. Elias NYHOLM, Chalmers Tekniska Hogskola Ab, Sweden

49. Pierre ONGHENA,Ecole Nationale Superieure Des Mines De Paris, France

50. Daniel ORDOÑEZ, Universita Degli Studi Di Genova, Italy

51. Maurizio PARTON, Università di Chieti-Pescara, Italy

52. Edward PEARCE-CRUMP, Imperial College Of Science Technology And Medicine, United Kingdom

53. Valentin PENAUD--POLGE, Ecole Nationale Superieure Des Mines De Paris, France

54. Nick PEPPER, The Alan Turing Institute, United Kingdom

55. Teodora PETRISOR, Thales Research and Technology France, France

56. Jeremie PEIRARD DE MAUJOUY, Université catholique de Louvain, Belgium

57. Arun RAJA, University of Oxford, United Kingdom

58. Arthur ROBLIN, Ecole Nationale Superieure Des Mines De Paris, France

59. David RUHE, University of Amsterdam, Netherlands

60. Medha SHARMA, MESO Constructivist LLP, India

61. Angelica SIMONETTI, University Of Lancaster, United Kingdom

62. Agustin SOMACAL, Ecole Centrale De Nantes, France

63. Gabriele SPADARO, Télécom Paris, France

64. Peter SUSSNER, Universidade Estadual De Campinas, Brazil

65. Miloslav TORDA, The University Of Liverpool, United Kingdom

66.  Eliot TRON, Ecole Nationale De L Aviation Civile, France

67. Diego TUCCILLO, Deduce Data Solutions (DDS), Spain

68. Alice Barbora TUMPACH, Wolfgang Pauli Institut, Austria

69. Zhanyu TUO, Sorbonne Universite, France

70. Marcos Eduardo VALLE, Universidade Estadual De Campinas, Brazil

71. Jan-Willem VAN LOOY, Alma Mater Studiorum - Universita Di Bologna, Italy

72. Santiago VELASCO-FORERO, Ecole Nationale Superieure Des Mines De Paris, France

73. François WILLOT, Ecole Nationale Superieure Des Mines De Paris, France

74. Zack XUEREB CONTI,  The Alan Turing Institute, United Kingdom

75. Kijung YOON,Hanyang University, South Korea

76. Ali YOUNES, Technische Universitat Darmstadt, Germany

77. Olga ZAGHEN, University of Amsterdam, Netherlands

78. Ferdinando ZANCHETTA, University of Bologna, Italy

• For participants who have been accepted to present a poster, we do not have an official template. However, it would be recommended:

• Portrait style.

• Posters must be no larger than portrait A0 (841mm × 1189mm) (2.7592ft x 3.9009ft) (33.1 x 46.8 in)

Monday:

1. Manifold Learning via Foliations and Knowledge Transfer (Eliot Tron and Rita Fioresi)

2. Graph Neural Networks for Data Processing (Aneeqa Mehrab, Michela Lapenna, Ferdinando Zanchetta, Rita Fioresi)

3. Dynamics Harmonic Analysis of Robotic Systems: Application in Data-Driven Koopman Modeling (Daniel Ordoñez-Apraez, Vladimir Kostic, Giulio Turrisi, Pietro Novelli, Carlos Mastalli, Claudio Semini, Massimiliano Pontil)

4. Encoding Structural Generalisation in Data-driven Models Through Riemannian Geometry (Zack Xuereb Conti, Nicholas Pepper)

5.  Conic Activation Functions (Changqing Fu, Laurent D. Cohen)

6. Applications of Dubrovin Frobenius manifolds theory in Information Geometry (Guilherme F. Almeida)

7. Choquet capacity networks for random point process classification and regression (M. Mohammadi, S. Velasco-Forero, F. Willot, M. Sangalli, J. Angulo)

8. Towards Efficient Ground State Prediction of Organic Molecular Systems via Integration of Geometric Inductive Biases (Miloslav Torda,Xenophon Evangelopoulos, Andrew I Cooper)

9. Dynamic Adaptation: Detection and Correction of Concept Drift in Industrial Environments ( Fernando Moreno, Diego Tuccillo, Steven Van Vaerenbergh)

Wednesday:

1. General Equivariant Transformers (Elias Nyholm, Oscar Carlsson, Daniel Persson)

2. An agent-based model for traffic flows reconstruction from distributed data ( Federico Bellisardi, Alberto Amaduzzi, Aldo Canfora, Filippo Dalla, Lorenzo di Meco and Armando Bazzani)

3. Exploring the Geometry of Latent Causes: Theory and Applications (Arif Dönmez)

4. MorphoSkel3D: Morphological Skeletonization of 3D Point Clouds for Informed Sampling in Object Classification and Retrieval (Pierre Onghena, Santiago Velasco-Forero and Beatriz Marcotegui)

5. Entropy-driven unsupervised keypoint representation learning in videos (Ali Younes, Simone Schaub-Meyer, Georgia Chalvatzaki)

6. A Cognitive SAR Concept for Ship Detection using Support Vector Machines (Jan Meyer, Kay Glatting, Sigurd Huber, Gerhard Krieger)

7. Learning generative models for climbing and descending aircraft (Amy Hodgkin, Nicholas Pepper, Marc Thomas)

8. The Hessian geometry of the rotating ideal gas (Jérémie Pierard de Maujouy)

9. Graph Neural Networks and a temperature based pruning technique (Michela Lapenna, Francesco Faglioni, Rita Fioresi, Giovanni Bruno)

10. HYGENE: A Diffusion-based Hypergraph Generation Method (Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, Jhony Giraldo)

https://site.unibo.it/calista/en/public-outreach

A photographic contest on the theme of 'Symmetry in mathematics and physics' is launched by the COST Action 21109, CaLISTA. The rules are the following:

• A picture representing some aspect of 'Symmetry in Mathematics and Physics' should be sent to the CaLISTA email address  calistaeuproject@gmail.com

• The weight of the picture, in format jpg/jpeg, must be preferably up to 5MB, so it can be send by email easily.

• In the body of the message, the participant should give its full information and also a declaration that the picture was taken by him/her solely and that it was not altered.

• The participant should also send a .pdf file with a short essay expalining why the picture is related to the theme 'Symmetry in Mathematics and Physics'.

• The prize is a maximum of 500 Euros of expenses reimbursement towards the participation in the CaLISTA Workshop 'Geometry Informed  Machine Learning taking place the 2-5 September, 2024 in Paris.

• The opening date is  1st of April  and the closing date is postponed for technical reasons to June 30, 2024.

• The decision will be made by mid July.

• The composition of the jury is: the Working Group 5 leader, the Science Communication Manager, the Principal Investigator and a representative of the Grant Holder.