Jacob Bien

12 papers A* 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Earth AI: Unlocking Geospatial Insights with Foundation Models and Cross-Modal Reasoning.
CoRR
Aaron Bell, Amit Aides, Amr Helmy, Arbaaz Muslim, Aviad Barzilai, Aviv Slobodkin, Bolous Jaber, David Schottlander, George Leifman, Joydeep Paul, Mimi Sun, Nadav Sherman, Natalie Williams, Per Bjornsson, Roy Lee, Ruth Alcantara, Thomas Turnbull, Tomer Shekel, Vered Silverman, Yotam Gigi, Adam Boulanger, Alex Ottenwess, Ali Ahmadalipour, Anna Carter, Behzad Vahedi, Charles Elliott, David Andre, Elad Aharoni, Gia Jung, Hassler Thurston, Jacob Bien, Jamie McPike, Juliet Rothenberg, Kartik Hegde, Kel Markert, Kim Philipp Jablonski, Luc Houriez, Monica Bharel, Phing VanLee, Reuven Sayag, Sebastian Pilarski, Shelley Cazares, Shlomi Pasternak, Siduo Jiang, Thomas Colthurst, Yang Chen, Yehonathan Refael, Yochai Blau, Yuval Carny, Yael Maguire, Avinatan Hassidim, James Manyika, Tim Thelin, Genady Beryozkin, Gautam Prasad, Luke Barrington, Yossi Matias, Niv Efron, Shravya Shetty
2023 A* conf
Predicting Rare Events by Shrinking Towards Proportional Odds.
ICML
Gregory Faletto, Jacob Bien
2022 J jnl
Tree-based Node Aggregation in Sparse Graphical Models.
J. Mach. Learn. Res.
Ines Wilms, Jacob Bien
2021 J jnl
Controlling the False Split Rate in Tree-Based Aggregation.
CoRR
Simeng Shao, Jacob Bien, Adel Javanmard
2020 J jnl
High Dimensional Forecasting via Interpretable Vector Autoregression.
J. Mach. Learn. Res.
William B. Nicholson, Ines Wilms, Jacob Bien, David S. Matteson
2017 J jnl
Learning Local Dependence In Ordered Data.
J. Mach. Learn. Res.
Guo Yu, Jacob Bien
2016 J jnl
Non-convex Global Minimization and False Discovery Rate Control for the TREX.
CoRR
Jacob Bien, Irina Gaynanova, Johannes Lederer, Christian L. Müller
2016 — ch.
Penalized Estimation in Complex Models.
Handbook of Big Data
Jacob Bien, Daniela M. Witten
2014 J jnl
Sparse Partially Linear Additive Models.
CoRR
Yin Lou, Jacob Bien, Rich Caruana, Johannes Gehrke
2011 A* conf
Measuring improvement in user search performance resulting from optimal search tips.
SIGIR
Neema Moraveji, Daniel M. Russell, Jacob Bien, David Mease
2010 J jnl
CUR from a Sparse Optimization Viewpoint
CoRR
Jacob Bien, Ya Xu, Michael W. Mahoney
2010 — conf
CUR from a Sparse Optimization Viewpoint.
NIPS
Jacob Bien, Ya Xu, Michael W. Mahoney