Check the NeurIPS 2023 presentations from our group

December 8, 2023

Main Conference:

1. Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks (Spotlight)
Blake Bordelon · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #907
Thu 14 Dec 10:45 a.m. CST — 12:45 p.m. CST 

2. Loss Dynamics of Temporal Difference Reinforcement Learning
Blake Bordelon · Paul Masset · Henry Kuo · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #1907
Wed 13 Dec 5 p.m. CST — 7 p.m. CST

3. Learning Curves for Deep Structured Gaussian Feature Models
Jacob Zavatone-Veth · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #1004
Tue 12 Dec 10:45 a.m. CST — 12:45 p.m. CST 

4. Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles
Ben Ruben · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #1004
Thu 14 Dec 5 p.m. CST — 7 p.m. CST

5. Long Sequence Hopfield Memory
Hamza Chaudhry · Jacob Zavatone-Veth · Dmitry Krotov · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #440
Tue 12 Dec 10:45 a.m. CST — 12:45 p.m. CST 

6. Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
Bariscan Bozkurt · Cengiz Pehlevan · Alper Erdogan
Great Hall & Hall B1+B2 (level 1) #423
Wed 13 Dec 5 p.m. CST — 7 p.m. CST

7. Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb
Jacob Zavatone-Veth · Paul Masset · William Tong · Joseph D. Zak · Venkatesh Murthy · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #414
Tue 12 Dec 5:15 p.m. CST — 7:15 p.m. CST

8. Feature-Learning Networks Are Consistent Across Widths At Realistic Scales
Nikhil Vyas · Alexander Atanasov · Blake Bordelon · Depen Morwani · Sabarish Sainathan · Cengiz Pehlevan
Great Hall & Hall B1+B2 (level 1) #633
Wed 13 Dec 10:45 a.m. CST — 12:45 p.m. CST

Workshops

1. Long Sequence Hopfield Memory ( Oral ) 
Hamza Chaudhry · Jacob Zavatone-Veth · Dmitry Krotov · Cengiz Pehlevan
Associative Memory & Hopfield Networks Workshop
December 15, 2023 Fri 3:40 p.m. - 3:50 p.m.
Room 223

2. Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit (Oral)
Blake Bordelon · Lorenzo Noci · Mufan Li · Boris Hanin · Cengiz Pehlevan.
Mathematics of Modern Machine Learning (M3L) Workshop
December 16, 2023 Sat 
Room 242