Ankur Mali

According to our database, Ankur Mali authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Integral Signatures of Activation Functions: A 9-Dimensional Taxonomy and Stability Theory for Deep Learning.

Ankur Mali, Lawrence Hall, Jake Williams, Gordon Richards

CoRR, October, 2025

Circuit Complexity From Physical Constraints: Scaling Limitations of Attention.

Benjamin Prada, Ankur Mali

CoRR, September, 2025

Rethinking Reasoning in LLMs: Neuro-Symbolic Local RetoMaton Beyond ICL and CoT.

Rushitha Santhoshi Mamidala, Anshuman Chhabra, Ankur Mali

CoRR, August, 2025

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning.

Benjamin Prada, Shion Matsumoto, Abdul Malik Zekri, Ankur Mali

CoRR, May, 2025

Chain-of-Thought for Cancer Pathology Interpretation and Summarization.

Ankur Mali, Adrian Kohut, John Michael Templeton

Proceedings of the IEEE International Conference on Smart Computing, 2025

2024

TeLU Activation Function for Fast and Stable Deep Learning.

Alfredo Fernandez, Ankur Mali

CoRR, 2024

Exploring Learnability in Memory-Augmented Recurrent Neural Networks: Precision, Stability, and Empirical Insights.

Shrabon Das, Ankur Mali

CoRR, 2024

Stable and Robust Deep Learning By Hyperbolic Tangent Exponential Linear Unit (TeLU).

Alfredo Fernandez, Ankur Mali

CoRR, 2024

2022

Like a bilingual baby: The advantage of visually grounding a bilingual language model.

Khai-Nguyen Nguyen, Zixin Tang, Ankur Mali, Matthew Alex Kelly

CoRR, 2022