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Sparse signal processing: Occam in the age of abundance

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Find out how less data can mean more quality, at the inaugural lecture of Professor Pier Luigi Dragotti (Electrical and Electronic Engineering) For more ...

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imperial college london science university UK Sparse signal processing inaugural lecture Professor Pier Luigi Dragotti inadequate infrequent meager scant scanty scarce skimpy sporadic thin dispersed exiguous few and far between occasional poor rare scrimpy spare uncommon abundant adequate enough fat frequent plentiful sufficient full lush bare confined diminutive limited little narrow negligible paltry petty restricted slender slight small sparse tenuous tiny plenty few imperceptible inconsequential inconsiderable insufficient lean less middling minor minority minute not many not too many piddling scarcely any scattered scattering seldom semioccasional short slim some stingy straggling trifling unfrequent widely spaced thick tall big significant major important much many large useful consequential fewer fewest barren bush-league deficient depleted dry failing faulty feeble found wanting glitch imperfect impotent inappreciable inapt incapable incommensurate incompetent incomplete insubstantial junk lacking lame lemon lousy low minus miserly niggardly not enough parsimonious shy sketchy sterile stunted too little unequal unproductive unqualified weak finished complete able perfect strong competent capable potent exceptional isolated odd spasmodic stray unusual often constant regular common usual took an L Sparse conspicuous momentous noteworthy noticeable salient arresting characteristic distinguished individual marked notable pronounced striking arrestive distinctive eminent exceptional eye-catching famous illustrious memorable peculiar prominent remarkable renowned significant inconspicuous insignificant obscure unimportant unnoticeable common ordinary vague unexceptional unimpressive unnoteworthy indicator alarm cue sign beacon gesture omen nod flare token alert wink flag tocsin go-ahead okay mark movement green light high sign blinker Mayday bleep SOS veto refusal denial warn wave flash communicate motion beckon gesticulate signalize semaphore bell blast buzzer call caution clock cry drum flap forewarning gong horn scramble scream shout signal siren squeal tip tip off trumpet warning whistle yell security quietness peace confidence assurance repose composure calmness alarum call to arms warning signal admonition forewarn give the high sign inform notify put on guard wave flag hide conceal alerted alerts took an L Signal occam took an L affecting breathtaking climactic comic dramaturgic dramaturgical effective electrifying emotional expressive farcical histrionic impressive melodramatic powerful sensational spectacular startling striking sudden suspenseful tense histrionical the The took an L life maturity old age youth adolescence adulthood boyhood childhood dotage girlhood infancy lifetime majority milestone senility seniority elderliness middle age wear and tear generation millennium era date day span interval epoch interim duration blue moon century aeon continuation develop mature get along grow deteriorate push decline mellow ripen wane grow up grow feeble grow old put mileage on rise stop halt increase cease lessen decrease antiquity age ancientness antiqueness archaicism archaism hoariness venerableness now modernity convention newness caducity lapse cycle alternation chain circle circuit course eon isochronism loop orbit period periodicity revolution rhythm ring rotation round run sequel sequence series succession wheel cycles hour juncture moment quarter reign spell stage term time while year ascendancy height heyday prime years zenith bottom night evening nadir -age took an L ages affluence bounty myriad plenty plethora profusion prosperity riches wealth ampleness copiousness fortune opulence plenitude prosperousness thriving few lack little need poverty scarcity want dearth deficiency inadequacy abundance luxury wealthiness bounteousness ample amount bountifulness great deal plenteousness slew comfort alleviation amenity assuagement bed of roses cheer cheerfulness complacency contentment convenience coziness creature comforts enjoyment exhilaration facility gratification happiness peacefulness pleasure poise quiet relaxation relief repose rest restfulness satisfaction snugness succor sufficiency warmth well-being irritation distress annoyance aggravation depression pain gloom unhappiness misery injury hurt hindrance torture torment exasperation botheration bother worry upset agitation woe sorrow sadness dissatisfaction displeasure discontent inconvenience comforts deal degree distribution extent portion quantity shake superabundance transaction misunderstanding disagreement Abundance took an L royal stately sovereign domineering kingly lordly magisterial majestic common authoritative administrative approved bureaucratic canonical departmental ex cathedra ex officio executive imperial lawful legal legitimate mandatory ruling sanctioned supreme democratic beard Santa Claus Vandyke bristles brush five-o-clock shadow fuzz goatee muttonchops stubble dignified aristocratic august courtly decorous distinguished distingué eminent formal grand grave great highbrow highfalutin' imperious lofty magnificent nifty noble proud refined regal reserved respected solemn somber superior upright poor bad ordinary unimpressive unrefined undignified indecorous dishonorable insignificant informal ignoble arrogant autocratic bossy coercive crack the whip despotic dictatorial egotistic high-handed imperative in driver's seat insolent iron-handed on high horse overbearing peremptory tyrannical yielding surrendering humble submissive servile highborn blue-blooded elite gentle highbred patrician queenly thoroughbred titled upper-class wellborn blood full-blooded graded papered pedigree pedigreed pure-blooded pureblood pureblooded purebred took an L Imperial association institute lyceum organization seminary university alma mater brainery halls of ivy halls of knowledge academia academe academic community academicians college school academic book-learned bookish collegiate erudite intellectual learned pedantic scholarly scholastic studious simple practical plain ordinary untaught ignorant academy institution old school place of graduation place of matriculation faculties academics advisers body clinic corps department employees literati mentors pedagogues personnel professorate profs researchers scholars society staff tutors workers students need ineptness lack incompetence inability faculty higher education graduate school tertiary school College took an L london took an L London art discipline education information learning skill system technique branch erudition lore scholarship wisdom body of knowledge disorder disorganization ignorance culture ability accomplishment address aestheticism capacity civilization class courtesy cultivation delicacy dignity discrimination dress elegance elevation enlightenment experience fashion finish gentility good taste grace improvement kindness manners nobility perception polish politeness practice proficiency refinement savoir-faire science tact training urbanity ineptness tactlessness rudeness impoliteness inelegance roughness crudeness bad manners clumsiness hurt harm incompetence coarseness inexperience inability cultures apprenticeship background book learning brainwashing breeding catechism coaching direction drilling edification guidance inculcation indoctrination learnedness literacy nurture pedagogy preparation propagandism proselytism reading rearing schooling study teaching tuition tutelage tutoring neglect destruction bookishness brains intellectuality knowledge letters pedantry savvy scholarliness studiousness advice ammo break chapter and verse clue confidence counsel cue data dirt dope dossier earful illumination info inside story instruction intelligence leak lowdown material message network notice notification orientation propaganda report scoop score tidings tip what's what whole story word question silence accomplishments acquaintance apprehension attainments awareness cognition comprehension consciousness discernment doctrine dogma expertise facts familiarity goods grasp insight judgment know-how light observation philosophy picture power principles recognition substance theory misunderstanding stupidity impotence unbelief weakness inanity took an L SCIENCE! Science academy educational institution college school institution academic book-learned bookish collegiate erudite intellectual learned pedantic scholarly scholastic studious university simple practical plain ordinary untaught ignorant alma mater old school place of graduation place of matriculation association brainery halls of ivy halls of knowledge institute lyceum organization seminary faculties academics advisers body clinic corps department employees literati mentors pedagogues personnel professorate profs researchers scholars society staff tutors workers students need ineptness lack incompetence inability faculty higher education graduate school tertiary school took an L University alter convert deal with dispose of handle prepare refine transform treat concoct fulfill make ready take care of continue hold ignore keep neglect preserve remain retain forget refinement clarification cleaning depuration detersion distillation draining filtering processing purification rarefaction rectification rudeness crudeness dirtying corruption bad manners pollution treatment action towards angle approach behavior towards conduct custom dealing employment execution habit line management manipulation manner method mode modus operandi practice procedure proceeding reception strategy usage way injury hurt harm treatments took an L inauguration admission baptism beginning commencement debut enrollment entrance inception indoctrination induction installation investiture preliminaries instatement completion conclusion end ending expulsion finish curtain raiser countdown curtain lifter curtain warmer inaugural kickoff lead-in opener opening gun opening shot preliminary preview run-up walk-up warm-up first aboriginal ahead antecedent anterior basic cardinal early elementary first off front fundamental head headmost in the beginning inceptive incipient initial introductory key lead off leading least number one numero uno opening original pioneer premier primary prime primeval primitive primogenial primordial pristine right up front rudimentary slightest smallest final secondary inferior nonessential insignificant inessential last subordinate extra additional minor unimportant trivial auxiliary following foremost A-1 A-number-1 arch at the cutting edge at the leading edge champion chief heavy heavy stuff heavyweight highest hot stuff hotdog hotshot most important paramount preeminent primo principal supreme lowest initiation institution launch launching setting up close adjournment commencing earliest embryonic germinal inchoate infant initiative initiatory leadoff nascent virgin consecration draft greetings introduction ordination selection rejection took an L address discourse instruction allocution disquisition harangue oration pitch soapbox spiel talk chalk talk pep talk sermon rebuke scolding going-over censure castigation preaching reprimand reproof dressing-down chiding moralism preachment talking-to praise compliment expound teach recite orate spout deliver declaim speak prelect get on a soapbox give a talk hold forth be quiet listen admonish scold chide preach sermonize flay berate moralize rate reprove tell off exprobate give going-over give piece of mind rank on flatter laud approach bespeak call deliver speech deliver talk discuss give speech give talk greet hail lecture memorialize pontificate root for stump take the floor pass overlook slight shun ignore disregard cut avoid refrain dissertation addressed addresses addressing took an L Lecture assistant educator faculty member fellow instructor lecturer principal teacher tutor brain egghead pedagogue prof pundit sage savant quant rocket scientist pupil student academic academician professor scholar scholastic ignoramus academics authorities bible CEO arbiter aristocrat big cheese big shot big wig boss brains brass buff city hall connoisseur czar establishment exec executive expert feds front office governor guru ivory dome judge kingfish kingpin law power elite pro professional specialist textbook top brass top dog top hand upstairs veteran virtuoso whiz wizard greenhorn rookie amateur proletariat authority dean president administrator dignitary doyen ecclesiastic guide lead legislator pilot senior tack doctor bones doc general practitioner healer intern medic medical person medico physician quack scientist surgeon patient Professor took an L dam dock jetty promenade wharf berth buttress column landing levee mole pilaster pile piling pillar post quay slip upright pierage anchorage bed bedroom billet compartment cot hammock haven pier port breakwater barrier embankment seawall abutment mainstay prop reinforcement shore stanchion stay strut underpinning brace caryatid colonnade cylinder mast minaret monolith monument obelisk pedestal peristyle pylon shaft standard stele support totem tower columns embarkment harbor landing pier lock marina piers took an L Piers Pier Luigi took an L
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