Stefan Hadjis

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 11

Top Topics

Weakly Supervised

Reconfigurable Architecture

Restricted Boltzmann Machine

Top Venues

Publications

Stefan Hadjis, Kunle Olukotun
TensorFlow to Cloud FPGAs: Tradeoffs for Accelerating Deep Neural Networks. FPL (2019)
David Koeplinger, Matthew Feldman, Raghu Prabhakar, Yaqi Zhang, Stefan Hadjis, Ruben Fiszel, Tian Zhao, Luigi Nardi, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
Spatial: a language and compiler for application accelerators. PLDI (2018)
Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
Plasticine: A Reconfigurable Accelerator for Parallel Patterns. IEEE Micro 38 (3) (2018)
Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
Plasticine: A Reconfigurable Architecture For Parallel Paterns. ISCA (2017)
Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré
Asynchrony begets Momentum, with an Application to Deep Learning. CoRR (2016)
Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré
Asynchrony begets momentum, with an application to deep learning. Allerton (2016)
Stefan Hadjis, Ce Zhang, Ioannis Mitliagkas, Christopher Ré
Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs. CoRR (2016)
Stefan Hadjis, Andrew Canis, Ryoya Sobue, Yuko Hara-Azumi, Hiroyuki Tomiyama, Jason Helge Anderson
Profiling-driven multi-cycling in FPGA high-level synthesis. DATE (2015)
Stefan Hadjis, Stefano Ermon
Importance Sampling over Sets: A New Probabilistic Inference Scheme. UAI (2015)
Stefan Hadjis, Firas Abuzaid, Ce Zhang, Christopher Ré
Caffe con Troll: Shallow Ideas to Speed Up Deep Learning. DanaC@SIGMOD (2015)
Firas Abuzaid, Stefan Hadjis, Ce Zhang, Christopher Ré
Caffe con Troll: Shallow Ideas to Speed Up Deep Learning. CoRR (2015)
Blair Fort, Andrew Canis, Jongsok Choi, Nazanin Calagar, Ruolong Lian, Stefan Hadjis, Yu Ting Chen, Mathew Hall, Bain Syrowik, Tomasz S. Czajkowski, Stephen Dean Brown, Jason Helge Anderson
Automating the Design of Processor/Accelerator Embedded Systems with LegUp High-Level Synthesis. EUC (2014)
Stefan Hadjis, Andrew Canis, Jason Helge Anderson, Jongsok Choi, Kevin Nam, Stephen Dean Brown, Tomasz S. Czajkowski
Impact of FPGA architecture on resource sharing in high-level synthesis. FPGA (2012)