Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout

Autor: Guo, Pengfei, Morningstar, Warren Richard, Vemulapalli, Raviteja, Singhal, Karan, Patel, Vishal M., Mansfield, Philip Andrew

Large machine learning models trained on diverse data have recently seen unprecedented success. Federated learning enables training on private data that may otherwise be inaccessible, such as domain-specific datasets decentralized across many clients

Externí odkaz: http://arxiv.org/abs/2309.05213

Art nouveau and the classical tradition / Richard Warren. [electronic resource]

Autor: Warren, Richard, author

Externí odkaz: Kolekce e-knih KNAV Registrovani uzivatele: plny text online 5 minut, dalsi pristup na vyzadani. Registered users: full text online 5 minutes, further access on request.

Federated Variational Inference: Towards Improved Personalization and Generalization

Autor: Vedadi, Elahe, Dillon, Joshua V., Mansfield, Philip Andrew, Singhal, Karan, Afkanpour, Arash, Morningstar, Warren Richard

Conventional federated learning algorithms train a single global model by leveraging all participating clients' data. However, due to heterogeneity in client generative distributions and predictive models, these approaches may not appropriately appro

Externí odkaz: http://arxiv.org/abs/2305.13672

Efficacy and safety of delgocitinib cream in adults with moderate to severe chronic hand eczema (DELTA 1 and DELTA 2): results from multicentre, randomised, controlled, double-blind, phase 3 trials

Autor: Lynde, Charles, Guenther, Lyn, Sauder, Maxwell, Bissonnette, Robert, Rao, Jaggi, Day, Isaiah, Devani, Alim, Metelitsa, Andrei, Grewal, Parbeer, Molin, Sonja, Ruer-Mulard, Mireille, Giordano-Labadie, Françoise, Maillard, Hervé, Reguiai, Ziad, Bernier, Claire, Leleu, Camille, Seneschal, Julien, Staumont-Sallé, Delphine, Hubiche, Thomas, Jacobzone, Caroline, Khemis, Abdallah, Crépy, Marie-Noëlle, Worm, Margitta, Bauer, Andrea, Sell, Sabine, Ekanayake-Bohlig, Swarna, Pauser, Sylvia, Buhl, Timo, Schwinn, Andreas, Eberlein, Bernadette, Quist, Sven, Bauer, Boris, Peris, Ketty, Rossi, Maria Teresa, Fargnoli, Maria, Naldi, Luigi, Stingeni, Luca, Ferrucci, Silvia, Walecka-Herniczek, Irena, Krasowska, Dorota, Lesiak, Aleksandra, Okuniewska, Aleksandra, Pulka, Grażyna, Dyczek, Malgorzata, Kwiek, Bartlomiej, Czajkowski, Rafal, Myśliwiec, Hanna, Mohandas, Padma, Cliff, Sandeep, Warren, Richard, Cousen, Pippa, Johnston, Graham, Woolf, Richard, Papp, Kim, Adam, David, Toth, Darryl, Hong, Chih-ho, Turchin, Irina, Niakosari, Firouzeh, Poulos, Elena, Rivers, Jason, Ohayon, Jason, Gooderham, Melinda, Tjioe, Milan, Rustemeyer, Thomas, de Bruin-Weller, Marjolein S., Schuttelaar, Marie L.A., Molhoek, Judith, Oosting, Bert, Pinter, Andreas, Kaspari, Markus, Magnolo, Nina, Sebastian, Michael, Thaci, Diamant, Schliemann, Sibylle, Radny, Peter, Leitz, Nicolas, Tsianakas, Athanasios, Yazdi, Amir, Kamstrup, Maria, Sommerlund, Mette, Zachariae, Claus, Owczarek, Witold, Dudra-Jastrzebska, Monika, Reich, Adam, Kowalska-Oledzka, Elzbieta, Szepietowski, Jacek, Poznanska, Maria, Weglowska, Jolanta, Aerts, Olivier, Roquet-Gravy, Pierre-Paul, Lanssens, Sven, Castelijns, Francisca, Scheers, Christelle, Suys, Erwin, Kint, Bernard, Serra-Baldrich, Esther, Carrascosa, José Manuel, de la Cueva Dobao, Pablo, Izu, Rosa, Silvestre, Juan Francisco, Coto-Segura, Pablo, Fernández-Orland, Almudena, Warren, Richard B, Agner, Tove, Schuttelaar, Marie L A, Baranowski, Keith, Korn, Sofie, Kurvits, Merle, Plohberger, Ursula, Strange Vest, Natacha

Publikováno v: In The Lancet 3-9 August 2024 404(10451):461-473

Comparative Effectiveness of Bimekizumab and Risankizumab in Patients with Psoriatic Arthritis at 52 Weeks Assessed Using a Matching-Adjusted Indirect Comparison.

Autor: Mease, Philip J.¹ (AUTHOR) pmease@phillipmease.com, Warren, Richard B.² (AUTHOR), Nash, Peter³ (AUTHOR), Grouin, Jean-Marie⁴ (AUTHOR), Lyris, Nikos⁵ (AUTHOR), Willems, Damon⁶ (AUTHOR), Taieb, Vanessa⁷ (AUTHOR), Eells, Jason⁵ (AUTHOR), McInnes, Iain B.⁸ (AUTHOR)

Publikováno v: Rheumatology & Therapy. Oct2024, Vol. 11 Issue 5, p1403-1412. 10p.