Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations
Foundations of Vector Retrieval
Oblivious Subspace Embedding
Epsilon Nets
Johnson-Lindenstrauss Transform
Schatten Norm Approximation
Concentration of Martingale Difference Sequences
Concentration of Sub-Exponential Random Variables
Concentration of Sub-Gaussian Random Variables
Returning to Academia