Neural network gradient-based learning of black-box function interfaces

Autor: Jacovi, Alon, Hadash, Guy, Kermany, Einat, Carmeli, Boaz, Lavi, Ofer, Kour, George, Berant, Jonathan

Deep neural networks work well at approximating complicated functions when provided with data and trained by gradient descent methods. At the same time, there is a vast amount of existing functions that programmatically solve different tasks in a pre

Externí odkaz: http://arxiv.org/abs/1901.03995

Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks

Autor: Adi, Yossi, Kermany, Einat, Belinkov, Yonatan, Lavi, Ofer, Goldberg, Yoav

There is a lot of research interest in encoding variable length sentences into fixed length vectors, in a way that preserves the sentence meanings. Two common methods include representations based on averaging word vectors, and representations based

Externí odkaz: http://arxiv.org/abs/1608.04207

Program for the Fifth Rambam Research Day

Autor: Eytan, Danny, Gal, Asaf, Wallach, Avner, Kermany, Einat, Haroush, Netta, Marom, Shimon, Asleh, Rabea, Levy, Nina S., Miller-Lotan, Rachel, Levy, Andrew P., Brenner, Benjamin, Assalia, Ahmed, Vardi, Yoram, Appel, Boaz, Massarwi, Omar, Gerber, Ezra, Sprecher, Elliot, Kilchevsky, Amichai, Gruenwald, Ilan, Beckerman, Ziv, Azran, Adi, Kimhi, Ohad, Shani, Liran, Nir, Roni-Reuven, Bolotin, Gil, Shomer, Einat, Katzenell, Sarah, Zipori, Yaniv, Sammour, Rami N., Aharon, Anat, Robicsek, Odile, Karry, Rachel, Petit, Isabelle, Salman, Nava, Klein, Ehud, Aberdam, Daniel, Ben-Shahar, Dorit, Makhoul, Badira F., Khourieh, Amal, Bahouth, Fadel, Aronson, Doron, Azzam, Zaher S., Kehat, Izhak, Accornero, Federica, Zimmermann, Wolfram H., Molkentin, Jeffery D., Bar-Joseph, Gad, Hammerman, Haim, Cohen, Ayala, Ore, Liora, Figenberg, Zvi, Tal-Or, Eran, Hadad, Salim, Miller, Rami, Gil, Rachel, Kaplan, Marielle, Hamoud, Shadi, Tendler, Yvgeny, Meilin, Edna, Lazarovitch, Aviva, Nitecki, Samy, Hayek, Tony, Blich, Miry, Golan, Amnon, Arvatz, Gil, Sebbag, Anat, Shafat, Itay, Sabo, Edmond, Cohen-Kaplan, Victoria, Petcherski, Sirouch, Axelman, Elena, Fux, Liat, Eitan, Amnon, Nussbaum, Gabriel, Ilan, Neta, Vlodavsky, Israel, Cohen, Oved, Ziv, Beckerman, Dilmoney, Benny, Hirshorn, Orit, Antebi, Yonatan, Shopen, Yoni, Alon, Hagar, Kertsman, Victor, Nir, Rony-Reuven, Adler, Zvi, Chermesh, Irit, Hajos, Jonathan, Mashiach, Tatiana, Bozhko, Masha, Avrahami, Idit, Braun, Eyal, Sprecher, Hannah, Davidson, Sima, Kassis, Imad, Domany, Erel, Kenig, Yael, Mazor, Yoav, Oren, Ilana, Finkelstein, Renato, Krivoy, Norberto, Neuberger, Ami, Hussein, Khetam, Lavi, Noa, Saad, Elias, Henig, Israel, Benyamini, Noam, Zuckerman, Tsila, Geffen, Yuval, Shalaginov, Raya, Brauner, Eran, Bahouth, Hanny, Gilshtein, Haim, Gratzenzon, Haya, Aluk, Orna, Kluger, Yoram, Raz-Pasteur, Ayelet, Ullmann, Yehuda, Berdicevsky, Israela, Egozi, Dana, Meyouhas, Yael-Shachor, Shachor-Meyouhas, Yael, Agmon, Yoram, Sprecher, Hanna, Raz, Ayeley, Mogilewski, Igor, Nakhul, Farid, Mashiach, Tania, Reisner, Shimon, Eluk, Orna, Mashiach, Talia, Levin, Dani, Peskin, Bezalel, Nirenberg, Gabriel, Karkabi, Suhil, Soudry, Michael, Rabino, Galit, Bar-El, Yaron, Kertzman, Victor, Milo, Simha, Shaha, Edurado, Segal, Elena, Shen-Orr, Zila, Hassoun, Gamal, Kedem, Eynat, Pollack, Shimon, Ish-Shalom, Sophia, Nodelman, Marina, Norman, Doron, Militianu, Daniela, Gendelman, Raya, Kustanovich, Marina, Ben-Yosef, Dafna Rozentzweig, Harel, Chava, Assalia, Ahmad, Mahajna, Ahmad, Hochberg, Irit, Ramdas, Maya, Armoni, Michal, Ciaraldi, Theodore P, Henry, Robert R, Karnieli, Eddy, Crispel, Yonatan, Katz, Oren, Hochberg, Ze’ev, Bettman, Noam, Katz, Tamar, Rosenbaum, Hanna, Avivi, Irit, Zilberlicht, Ariel, Dann, Eldad J., Rowe, Jacob M., Leiba, Ronit, Shalom, Rachel Bar, Bairey, Osnat, Bar-Shalom, Rachel, Izak, Marina, Korenberg, Abraham, Akria, Luiza, Attias, Dina, Filanovsky, Kalman, Abadi, Uri, Bortnyak, Roxolyana Abdah, Goldschmidt, Neta, Epelbaum, Ron, Lavie, David, Shpilberg, Ofer, Paltiel, Ora, Ofran, Yishai, Yaari, Shilo, Chayum, Michal, Merkel, Drorit, Aviv, Ariel, Gatt, Moshe E., Tadmor, Tamar, Dally, Najib, Ronson, Aharon, Braester, Andrei, Herishanu, Yair, Arad, Ariela, Arnon, Nagler, Efrati, Edna, Tzukerman, Tzila, Elkin, Hela, Makhoul, Badira, Veitsman, Ella, Libes, Michael, Baruch, Yaacov, Nayshool, Omri, Carmel, Julie, Saadi, Tarek, Arish, Arie, Bramnik, Zachar, Mironi-Harpaz, Iris, Seliktar, Dror, Ginsberg, Yuval, Weiner, Zeev, Khativ, Nizar, Arison, Shay, Shickman, Vered, Itskovitz-Eldor, Joseph, Ross, Michael G., Klorin, Geula, Beloosesky, Ron, Itamar, Netzer, Hedwiga, Kerner, Ludmila, Litwin, Lior, Lowenstein, Amit, Amnon, Netzer, Itamar, Sobeh, Shehrban, Keidar, Zohar, Lowenstein, Lior, Lavie, Ofer, Ben-Yosef, Rahamim, Gourevich, Konstantin, Büsing, Karen-Anett, Kaidar-Person, Orit, Abdah-Bortnyak, Roxolyana, Nevelsky, Alexander, Berniger, Alison, Bar-Deroma, Raquel, Billan, Salem, Ben Yosef, Rahamim, Kuten, Abraham, Koren, Lilach, Bar-Sela, Gil, Mari, Fadi, Assady, Suheir, Haim, Nissim, Abelson, Sagi, Reiter, Irena, Shamai, Yeela, Berger, Liron, Shouval, Roni, Skorecki, Karl, Tzukerman, Maty, Lapidot, Moshe, Faber, Dan Levy, Orlovsky, Michael, Kagan, Michael, Botwinkin, Jacob, Akwei, Benjamin, Best, Lael Anson, Kremer, Ran, Naddaf, Raja, EL-Naaj, Imad Abu, Yehudai, Noam, Peled, Micha, Naaj, Imad Abu-El, Leiser, Yoav, Wolff, Amir, El-Naaj, Imad Abu, Shveis, Myrela, Lutsyk, Myroslav, Hanna, Micha Bar, Cohen, Yoram, Hershkovitz, Dov, Sandbank, Judith, Groisman, Gabriel, Doviner, Victoria, Cohen, Isaac, Ben-Izhak, Ofer, Farber, Liora, Peerless, Yehudit, Schultz, Michael, Segal, Naomi, Lulav, Doron, Dudnik, Elizabeth, Kuten, Jonathan, Shulman, Katerina, Ben-Itzhak, Ofer, Kagna, Olga, Guralnik, Luda, Yigla, Mordechai, Wollner, Mira, Admi, Hanna, Shadmi, Efrat, Ungar, Lea, Naveh, Nurit, Muller, Ella, Kaffman, Michael, Rayan, Nosaiba, Reis, Shmuel, Nasrallah, Haitam, Ieumwananonthachai, Nantakan, Nebelski, Alex, Bakouche, Veronic, Granovsky, Yelena, Nahman-Averbuch, Hadas, Granot, Michal, Khamaisi, Morir, Yarnitsky, David, Caspi, Yael, Slobodin, Ortal, Kammerer, Nina, Enosh, Guy, Shorer, Shai, Inspector, Michael, Nemirovsky, Aleksandra, Judith, Aharon-Perez, Gilboa, Asaf, Goldsher, Dorit, Asor, Eyal, Rosenfeld, Marina, Kavushansky, Alexandra, Belhanes, Hilla, Avital, Avital, Ben-Shachar, Dorit, Shertser, Klarina, Chertkow-Deutsher, Yael, Kritman, Milli, Maroun, Mouna, Gal, Richter-Levin, Hui, Koon-Sea, Smolin, Bella, Gal-Ben-Ari, Shunit, Brenner-Lavie, Hanit, Ari, Shunit Gal-Ben, Murinson, Beth, Mezei, Lina, Murinson, Beth B., Skaist, Alyza, Taieb, Philippe, Katz, Ruth, Latzer, Yael, Berger, Keren, Rozenstein, Michal Hason, Eviatar, Zohar, Stein, Daniel, Shahar, Eduardo, Wildbaum, Gizu, Karin, Natan, Etzioni, Amos, Rabinowicz, Ron, Barchana, Micha, Liphshiz, Irena, Shai, Linn, Futerman, Boris, Ben-Arush, Myriam Weyl, Krivoy, Elena, Ben Arush, Myriam, Zaidman, Irina, Gefen, Roni, Avidor, Israela, Samuel, Nir, Weizer, Giora, Peled, Shani, Shavit, Itai, Shaoul, Ron, Turner, Dan, Sladek, Małgorzata, Veres, Gabor, Veereman-Wauters, Gigi, Escher, Johanna, Paerregaard, Anders, Dias, Jorge Amil, Lionetti, Paolo, Levine, Arie, Jamal, Garah, Eshach, Orly, Rozen, Irit, Zigdon-Giladi, Hadar, Bick, Tova, Lewinson, Dina, Machtei, Eli E., Bluen, Ben, Lachter, Jesse, Khamaysi, Iyad, Yassin, Kamel, Keren, Ruth, Malchin, Leonid, Khateeb, Muhammad, Lachter, Jesse (Yishai), Koifman, Eduard, Karban, Amir, Elkin, Hila, Chowers, Yehuda, Klein, Amir, Eliakim, Rami, Nassar, Laila, Levi, Leon, Gefen, Aharon, Shachor, Yael, Abboud, Reena, Rosenberg, Nahum, Keren, Yaniv, Rozenberg, Radu, Kogan, Igor, Leiderman, Maxim, Engel, Ahuva, Hoffman, Aharon, Karram, Tony, Ofer, Amos, Beck-Razi, Nira, Kuzmin, Alexander, Koren, Dorith, Sarig, Galit, Gaitini, Diana, Shreter, Roni, Shreiber, Reuven, Eran, Ayelet, Zaaroor, Menashe, Fischer, Doron, Simonovich, Azaria, Kulater, Aaron, Srour, Saher, Melamed, Eyal, Gazala, Maya Abu, Guralnik, Ludmila, Abuelnaaj, Imad, Weiler-Sagie, Michal, Addadi, Yoseph, Golani, Ofra, Fink, Dorit, Kessler, Ofra, Neufeld, Gera, Neeman, Michal, Mor-Yosef, David, Ben Itzhak, Ofer, Krausz, Michael M., Kreitenberg, Adam J., Maza, Itay, Eilon, Yael, Alkalay, Nurit, Yehezkel, Shiran, Rebibo-Sabbah, Annie, Segev, Yardena, Shaked, Rony, Huber, Irit, Gepstein, Lior, Selig, Sara, Gamliel-Lazarovich, Aviva, Keidar, Shlomo, Khamaysi, Ziad, Bergman, Reuven, Telman, Gregory, Netzer, Aviram, Golz, Avishay, Oliven, Arie, Balbir-Gurman, Alexandra, Fuhrman, Bianca, Braun-Moscovici, Yolanda, Markovit, Doron, Aviram, Michael, Litinsky, Irena, Balbir-Girman, Alexandra, Wollman, Jonathan, Arad, Uri, Paran, Daphna, Caspi, Dan, Elkayam, Ori, Bishara-Swaid, Sohair, Crispel, Yonathan, Fadel, Shiri, Bishara, Bishara, Abu saleh, Niroz, Awad, Hoda, Ghrayeb, Nabil, Goltsman, Ilia, Abassi, Zaid, Ramadan, Rawi, Faour, Diana, Smolkin, Tatiana, Diab, Giselle, Shohat, Irit, Jubran, Huda, Blazer, Shraga, Rozen, Geila S, Makhoul, Imad R, Elad, Iris, Klil-Drori, Adi, Rozen, Geila S., Hershkovitch, Simona, Weiner, Dana, Mahamid, Eugenia, Stark, Aliza H, Gur, Orit, Tzafrir, Sara, Mory, Adi, Shahor, Ishai, Dagan, Efrat, Mordechai, Shikma, Hawash-Moustafa, Nivin, Mandel, Hanna, Gershoni-Baruch, Ruth, Linde, Liat

Publikováno v: Rambam Maimonides Medical Journal

Introduction: At the cornerstone of neuroscience lies the attempt to correlate behavior and thought to brain states and activity patterns and transitions between such states. The underlying assumption to the studies we will present is that the most r

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::40db01ca71eb060eaf4dc9a5e66aa9f8
http://europepmc.org/articles/PMC3707411

Analysis of advanced meter infrastructure data of water consumption in apartment buildings.

Autor: Kermany, Einat, Mazzawi, Hanna, Baras, Dorit, Naveh, Yehuda, Michaelis, Hagai

Publikováno v: Proceedings of the 19th ACM SIGKDD International Conference Knowledge Discovery & Data Mining; 8/11/2013, p1159-1167, 9p

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