2 citations · 2 across the 9 of their papers we have counts for
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Auditing Algorithmic Bias in Transformer-Based Trading
Armin Gerami, Ramani Duraiswami
Transformer models have become increasingly popular in financial applications, yet their potential risk making and biases remain under-explored. The purpose of this work is to audi…
Transformer Based Linear Attention with Optimized GPU Kernel Implementation
Armin Gerami, Ramani Duraiswami
The original softmax-based attention mechanism (regular attention) in the extremely successful Transformer architecture computes attention between tokens, each embedded in a $D…
A Scalable MVDR Beamforming Algorithm That is Linear in the Number of Antennas
Sanjaya Herath, Armin Gerami, Kevin Wagner +2
The Minimum Variance Distortionless Response (MVDR) beamforming technique is widely applied in array systems to mitigate interference. However, applying MVDR to large arrays is com…
Room Impulse Response Synthesis via Differentiable Feedback Delay Networks for Efficient Spatial Audio Rendering
Armin Gerami, Ramani Duraiswami
We introduce a computationally efficient and tunable feedback delay network (FDN) architecture for real-time room impulse response (RIR) rendering that addresses the computational…