Halil Ibrahim Gulluk

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Activation Function

Globally Optimal

Inductive Learning

Top Venues

Publications

Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data. AISTATS (2023)
Tolga Ergen, Halil Ibrahim Gulluk, Jonathan Lacotte, Mert Pilanci
Globally Optimal Training of Neural Networks with Threshold Activation Functions. ICLR (2023)
Tolga Ergen, Halil Ibrahim Gulluk, Jonathan Lacotte, Mert Pilanci
Globally Optimal Training of Neural Networks with Threshold Activation Functions. CoRR (2023)
Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data. CoRR (2023)
Yue Sun, Adhyyan Narang, Halil Ibrahim Gulluk, Samet Oymak, Maryam Fazel
Towards Sample-efficient Overparameterized Meta-learning. CoRR (2022)
Halil Ibrahim Gulluk, Yue Sun, Samet Oymak, Maryam Fazel
Sample Efficient Subspace-Based Representations for Nonlinear Meta-Learning. ICASSP (2021)
Yue Sun, Adhyyan Narang, Halil Ibrahim Gulluk, Samet Oymak, Maryam Fazel
Towards Sample-efficient Overparameterized Meta-learning. NeurIPS (2021)
Halil Ibrahim Gulluk, Yue Sun, Samet Oymak, Maryam Fazel
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning. CoRR (2021)