Chromatic Learning for Sparse Datasets von Feinberg, Vladimir, Bailis, Peter

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Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions von Feinberg, Vladimir, Chen, Xinyi, Sun, Y. Jennifer, Anil, Rohan, Hazan, Elad

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Chromatic Learning for Sparse Datasets von Feinberg, Vladimir, Bailis, Peter

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A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs von Rawat, Ankit Singh, Sadhanala, Veeranjaneyulu, Rostamizadeh, Afshin, Chakrabarti, Ayan, Jitkrittum, Wittawat, Feinberg, Vladimir, Kim, Seungyeon, Harutyunyan, Hrayr, Saunshi, Nikunj, Nado, Zachary, Shivanna, Rakesh, Reddi, Sashank J, Menon, Aditya Krishna, Anil, Rohan, Kumar, Sanjiv

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Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions von Feinberg, Vladimir, Chen, Xinyi, Sun, Y Jennifer, Rohan, Anil, Hazan, Elad

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Large Linear Multi-output Gaussian Process Learning von Feinberg, Vladimir, Cheng, Li-Fang, Li, Kai, Engelhardt, Barbara E

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Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning von Feinberg, Vladimir, Wan, Alvin, Stoica, Ion, Jordan, Michael I, Gonzalez, Joseph E, Levine, Sergey

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A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs von Ankit Singh Rawat, Sadhanala, Veeranjaneyulu, Rostamizadeh, Afshin, Chakrabarti, Ayan, Jitkrittum, Wittawat, Feinberg, Vladimir, Kim, Seungyeon, Harutyunyan, Hrayr, Saunshi, Nikunj, Nado, Zachary, Shivanna, Rakesh, Reddi, Sashank J, Menon, Aditya Krishna, Rohan, Anil, Kumar, Sanjiv

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On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent von Golmant, Noah, Vemuri, Nikita, Yao, Zhewei, Feinberg, Vladimir, Gholami, Amir, Rothauge, Kai, Mahoney, Michael W, Gonzalez, Joseph

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TRAINING OF LARGE NEURAL NETWORKS von Lepikhin, Dmitry, So, David Richard, Feinberg, Vladimir, Petrov, Slav, Sohn, Jin Young, Clark, Jonathan Hudson, Krikun, Maxim, Moreira, Erica Ann, Firat, Orhan, Xiao, Kefan, Xu, Yuanzhong, Shakeri, Siamak, Cheng, Yong, Nado, Zachary Alexander, Johnson Premkumar, Melvin Jose, Garcia, Xavier, Zhang, Yujing, Wu, Yonghui, Ni, Eric Jun Jie, Roy, Aurko, Mishra, Gaurav, Huang, Yanping, Dai, Andrew M, Du, Nan, Anil, Rohan

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TRAINING OF LARGE NEURAL NETWORKS von Lepikhin, Dmitry, So, David Richard, Feinberg, Vladimir, Petrov, Slav, Sohn, Jin Young, Clark, Jonathan Hudson, Krikun, Maxim, Moreira, Erica Ann, Firat, Orhan, Xiao, Kefan, Xu, Yuanzhong, Shakeri, Siamak, Cheng, Yong, Nado, Zachary Alexander, Johnson Premkumar, Melvin Jose, Garcia, Xavier, Zhang, Yujing, Wu, Yonghui, Ni, Eric Jun Jie, Roy, Aurko, Mishra, Gaurav, Huang, Yanping, Dai, Andrew M, Du, Nan, Anil, Rohan

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IMPROVED TRAINING OF LARGE NEURAL NETWORKS von SOHN, Jin Young, FEINBERG, Vladimir, KRIKUN, Maxim, HUANG, Yanping, PETROV, Slav, ANIL, Rohan, CHENG, Yong, XIAO, Kefan, DAI, Andrew M, NADO, Zachary Alexander, MISHRA, Gaurav, ZHANG, Yujing, SHAKERI, Siamak, WU, Yonghui, DU, Nan, LEPIKHIN, Dmitry, CLARK, Jonathan Hudson, GARCIA, Xavier, NI, Eric Jun Jie, XU, Yuanzhong, JOHNSON PREMKUMAR, Melvin Jose, ROY, Aurko, FIRAT, Orhan, SO, David Richard, MOREIRA, Erica Ann

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IMPROVED TRAINING OF LARGE NEURAL NETWORKS von SOHN, Jin Young, FEINBERG, Vladimir, KRIKUN, Maxim, HUANG, Yanping, PETROV, Slav, ANIL, Rohan, CHENG, Yong, XIAO, Kefan, DAI, Andrew M, NADO, Zachary Alexander, MISHRA, Gaurav, ZHANG, Yujing, SHAKERI, Siamak, WU, Yonghui, DU, Nan, LEPIKHIN, Dmitry, CLARK, Jonathan Hudson, GARCIA, Xavier, NI, Eric Jun Jie, XU, Yuanzhong, JOHNSON PREMKUMAR, Melvin Jose, ROY, Aurko, FIRAT, Orhan, SO, David Richard, MOREIRA, Erica Ann

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Large Linear Multi-output Gaussian Process Learning von Feinberg, Vladimir, Li-Fang, Cheng, Li, Kai, Engelhardt, Barbara E

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Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning von Feinberg, Vladimir, Wan, Alvin, Stoica, Ion, Jordan, Michael I, Gonzalez, Joseph E, Levine, Sergey

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On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent von Golmant, Noah, Vemuri, Nikita, Yao, Zhewei, Feinberg, Vladimir, Gholami, Amir, Rothauge, Kai, Mahoney, Michael W, Gonzalez, Joseph

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Efficacy and safety of three antiretroviral regimens for initial treatment of HIV-1: a randomized clinical trial in diverse multinational settings von Campbell, Thomas B, Smeaton, Laura M, Kumarasamy, N, Flanigan, Timothy, Klingman, Karin L, Firnhaber, Cynthia, Grinsztejn, Beatriz, Hosseinipour, Mina C, Kumwenda, Johnstone, Lalloo, Umesh, Riviere, Cynthia, Sanchez, Jorge, Melo, Marineide, Supparatpinyo, Khuanchai, Tripathy, Srikanth, Martinez, Ana I, Nair, Apsara, Walawander, Ann, Moran, Laura, Chen, Yun, Snowden, Wendy, Rooney, James F, Uy, Jonathan, Schooley, Robert T, De Gruttola, Victor, Hakim, James Gita

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CT findings in patients with small bowel obstruction due to phytobezoar von Zissin, Rivka, Osadchy, Alexandra, Gutman, Vladimir, Rathaus, Valeria, Shapiro-Feinberg, Myra, Gayer, Gabriela

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Prior heart failure among patients with acute coronary syndromes is associated with a higher incidence of in-hospital heart failure von Iakobishvili, Zaza, Feinberg, Micha S., Danicek, Vladimir, Behar, Solomon, Zahger, Doron, Hod, Hanoch, Sandach, Amir, Hammerman, Haim, Sagie, Alex, Mager, Aviv, Gottlieb, Shmuel, Hasdai, David

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Gennadii Andreevich Mesyats (on his seventieth birthday) von Alferov, Zhores I, Andreev, Aleksandr F, Ginzburg, Vitalii L, Kardashev, Nikolai S, Keldysh, Leonid V, Koval'chuk, B M, Korovin, S D, Krokhin, Oleg N, Sadovskii, Mikhail V, Feinberg, Evgenii L, Fortov, Vladimir E, Shpak, V G

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