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THE UNIVERSITY OF CHICAGO PRINCIPLED FRAMEWORK FOR ADAPTIVE LOSSY DATA COMPRESSION WITH INFINITY ERROR GUARANTEES DISSERTATION SUBMITTED TO THE FACULTY OF THE DIVISION OF THE PHYSICAL SCIENCES IN

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